Organize RKNN models by family
Browse files- .gitattributes +6 -0
- LICENSE +661 -0
- README.md +22 -0
- manifest.json +866 -0
- models/pose/yolo26s-pose/rk3588/fp16/metadata.yaml +21 -0
- models/pose/yolo26s-pose/rk3588/fp16/model.rknn +3 -0
- models/pose/yolo26s-pose/rk3588/int8/metadata.yaml +21 -0
- models/pose/yolo26s-pose/rk3588/int8/model.rknn +3 -0
- models/segment/yolo26s-seg/rk3588/fp16/metadata.yaml +97 -0
- models/segment/yolo26s-seg/rk3588/fp16/model.rknn +3 -0
- models/segment/yolo26s-seg/rk3588/int8/metadata.yaml +97 -0
- models/segment/yolo26s-seg/rk3588/int8/model.rknn +3 -0
- models/semantic/yolo26s-sem/rk3588/fp16/metadata.yaml +37 -0
- models/semantic/yolo26s-sem/rk3588/fp16/model.rknn +3 -0
- models/semantic/yolo26s-sem/rk3588/int8/metadata.yaml +37 -0
- models/semantic/yolo26s-sem/rk3588/int8/model.rknn +3 -0
- source/calibration.json +645 -0
- source/convert-extended.py +274 -0
- source/weights.json +200 -0
.gitattributes
CHANGED
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@@ -99,3 +99,9 @@ models/depth/yolo26s-depth/rk3588/fp16/model.rknn filter=lfs diff=lfs merge=lfs
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| 99 |
models/depth/yolo26s-depth/rk3588/int8/model.rknn filter=lfs diff=lfs merge=lfs -text
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| 100 |
models/obb/yolo26s-obb/rk3588/fp16/model.rknn filter=lfs diff=lfs merge=lfs -text
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| 101 |
models/obb/yolo26s-obb/rk3588/int8/model.rknn filter=lfs diff=lfs merge=lfs -text
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| 99 |
models/depth/yolo26s-depth/rk3588/int8/model.rknn filter=lfs diff=lfs merge=lfs -text
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| 100 |
models/obb/yolo26s-obb/rk3588/fp16/model.rknn filter=lfs diff=lfs merge=lfs -text
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| 101 |
models/obb/yolo26s-obb/rk3588/int8/model.rknn filter=lfs diff=lfs merge=lfs -text
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+
models/pose/yolo26s-pose/rk3588/fp16/model.rknn filter=lfs diff=lfs merge=lfs -text
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| 103 |
+
models/pose/yolo26s-pose/rk3588/int8/model.rknn filter=lfs diff=lfs merge=lfs -text
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| 104 |
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models/segment/yolo26s-seg/rk3588/fp16/model.rknn filter=lfs diff=lfs merge=lfs -text
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| 105 |
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models/segment/yolo26s-seg/rk3588/int8/model.rknn filter=lfs diff=lfs merge=lfs -text
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| 106 |
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models/semantic/yolo26s-sem/rk3588/fp16/model.rknn filter=lfs diff=lfs merge=lfs -text
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| 107 |
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models/semantic/yolo26s-sem/rk3588/int8/model.rknn filter=lfs diff=lfs merge=lfs -text
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LICENSE
ADDED
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|
| 1 |
+
GNU AFFERO GENERAL PUBLIC LICENSE
|
| 2 |
+
Version 3, 19 November 2007
|
| 3 |
+
|
| 4 |
+
Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
|
| 5 |
+
Everyone is permitted to copy and distribute verbatim copies
|
| 6 |
+
of this license document, but changing it is not allowed.
|
| 7 |
+
|
| 8 |
+
Preamble
|
| 9 |
+
|
| 10 |
+
The GNU Affero General Public License is a free, copyleft license for
|
| 11 |
+
software and other kinds of works, specifically designed to ensure
|
| 12 |
+
cooperation with the community in the case of network server software.
|
| 13 |
+
|
| 14 |
+
The licenses for most software and other practical works are designed
|
| 15 |
+
to take away your freedom to share and change the works. By contrast,
|
| 16 |
+
our General Public Licenses are intended to guarantee your freedom to
|
| 17 |
+
share and change all versions of a program--to make sure it remains free
|
| 18 |
+
software for all its users.
|
| 19 |
+
|
| 20 |
+
When we speak of free software, we are referring to freedom, not
|
| 21 |
+
price. Our General Public Licenses are designed to make sure that you
|
| 22 |
+
have the freedom to distribute copies of free software (and charge for
|
| 23 |
+
them if you wish), that you receive source code or can get it if you
|
| 24 |
+
want it, that you can change the software or use pieces of it in new
|
| 25 |
+
free programs, and that you know you can do these things.
|
| 26 |
+
|
| 27 |
+
Developers that use our General Public Licenses protect your rights
|
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with two steps: (1) assert copyright on the software, and (2) offer
|
| 29 |
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you this License which gives you legal permission to copy, distribute
|
| 30 |
+
and/or modify the software.
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| 31 |
+
|
| 32 |
+
A secondary benefit of defending all users' freedom is that
|
| 33 |
+
improvements made in alternate versions of the program, if they
|
| 34 |
+
receive widespread use, become available for other developers to
|
| 35 |
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incorporate. Many developers of free software are heartened and
|
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encouraged by the resulting cooperation. However, in the case of
|
| 37 |
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software used on network servers, this result may fail to come about.
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The GNU General Public License permits making a modified version and
|
| 39 |
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letting the public access it on a server without ever releasing its
|
| 40 |
+
source code to the public.
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The GNU Affero General Public License is designed specifically to
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ensure that, in such cases, the modified source code becomes available
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to the community. It requires the operator of a network server to
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provide the source code of the modified version running there to the
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users of that server. Therefore, public use of a modified version, on
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| 47 |
+
a publicly accessible server, gives the public access to the source
|
| 48 |
+
code of the modified version.
|
| 49 |
+
|
| 50 |
+
An older license, called the Affero General Public License and
|
| 51 |
+
published by Affero, was designed to accomplish similar goals. This is
|
| 52 |
+
a different license, not a version of the Affero GPL, but Affero has
|
| 53 |
+
released a new version of the Affero GPL which permits relicensing under
|
| 54 |
+
this license.
|
| 55 |
+
|
| 56 |
+
The precise terms and conditions for copying, distribution and
|
| 57 |
+
modification follow.
|
| 58 |
+
|
| 59 |
+
TERMS AND CONDITIONS
|
| 60 |
+
|
| 61 |
+
0. Definitions.
|
| 62 |
+
|
| 63 |
+
"This License" refers to version 3 of the GNU Affero General Public License.
|
| 64 |
+
|
| 65 |
+
"Copyright" also means copyright-like laws that apply to other kinds of
|
| 66 |
+
works, such as semiconductor masks.
|
| 67 |
+
|
| 68 |
+
"The Program" refers to any copyrightable work licensed under this
|
| 69 |
+
License. Each licensee is addressed as "you". "Licensees" and
|
| 70 |
+
"recipients" may be individuals or organizations.
|
| 71 |
+
|
| 72 |
+
To "modify" a work means to copy from or adapt all or part of the work
|
| 73 |
+
in a fashion requiring copyright permission, other than the making of an
|
| 74 |
+
exact copy. The resulting work is called a "modified version" of the
|
| 75 |
+
earlier work or a work "based on" the earlier work.
|
| 76 |
+
|
| 77 |
+
A "covered work" means either the unmodified Program or a work based
|
| 78 |
+
on the Program.
|
| 79 |
+
|
| 80 |
+
To "propagate" a work means to do anything with it that, without
|
| 81 |
+
permission, would make you directly or secondarily liable for
|
| 82 |
+
infringement under applicable copyright law, except executing it on a
|
| 83 |
+
computer or modifying a private copy. Propagation includes copying,
|
| 84 |
+
distribution (with or without modification), making available to the
|
| 85 |
+
public, and in some countries other activities as well.
|
| 86 |
+
|
| 87 |
+
To "convey" a work means any kind of propagation that enables other
|
| 88 |
+
parties to make or receive copies. Mere interaction with a user through
|
| 89 |
+
a computer network, with no transfer of a copy, is not conveying.
|
| 90 |
+
|
| 91 |
+
An interactive user interface displays "Appropriate Legal Notices"
|
| 92 |
+
to the extent that it includes a convenient and prominently visible
|
| 93 |
+
feature that (1) displays an appropriate copyright notice, and (2)
|
| 94 |
+
tells the user that there is no warranty for the work (except to the
|
| 95 |
+
extent that warranties are provided), that licensees may convey the
|
| 96 |
+
work under this License, and how to view a copy of this License. If
|
| 97 |
+
the interface presents a list of user commands or options, such as a
|
| 98 |
+
menu, a prominent item in the list meets this criterion.
|
| 99 |
+
|
| 100 |
+
1. Source Code.
|
| 101 |
+
|
| 102 |
+
The "source code" for a work means the preferred form of the work
|
| 103 |
+
for making modifications to it. "Object code" means any non-source
|
| 104 |
+
form of a work.
|
| 105 |
+
|
| 106 |
+
A "Standard Interface" means an interface that either is an official
|
| 107 |
+
standard defined by a recognized standards body, or, in the case of
|
| 108 |
+
interfaces specified for a particular programming language, one that
|
| 109 |
+
is widely used among developers working in that language.
|
| 110 |
+
|
| 111 |
+
The "System Libraries" of an executable work include anything, other
|
| 112 |
+
than the work as a whole, that (a) is included in the normal form of
|
| 113 |
+
packaging a Major Component, but which is not part of that Major
|
| 114 |
+
Component, and (b) serves only to enable use of the work with that
|
| 115 |
+
Major Component, or to implement a Standard Interface for which an
|
| 116 |
+
implementation is available to the public in source code form. A
|
| 117 |
+
"Major Component", in this context, means a major essential component
|
| 118 |
+
(kernel, window system, and so on) of the specific operating system
|
| 119 |
+
(if any) on which the executable work runs, or a compiler used to
|
| 120 |
+
produce the work, or an object code interpreter used to run it.
|
| 121 |
+
|
| 122 |
+
The "Corresponding Source" for a work in object code form means all
|
| 123 |
+
the source code needed to generate, install, and (for an executable
|
| 124 |
+
work) run the object code and to modify the work, including scripts to
|
| 125 |
+
control those activities. However, it does not include the work's
|
| 126 |
+
System Libraries, or general-purpose tools or generally available free
|
| 127 |
+
programs which are used unmodified in performing those activities but
|
| 128 |
+
which are not part of the work. For example, Corresponding Source
|
| 129 |
+
includes interface definition files associated with source files for
|
| 130 |
+
the work, and the source code for shared libraries and dynamically
|
| 131 |
+
linked subprograms that the work is specifically designed to require,
|
| 132 |
+
such as by intimate data communication or control flow between those
|
| 133 |
+
subprograms and other parts of the work.
|
| 134 |
+
|
| 135 |
+
The Corresponding Source need not include anything that users
|
| 136 |
+
can regenerate automatically from other parts of the Corresponding
|
| 137 |
+
Source.
|
| 138 |
+
|
| 139 |
+
The Corresponding Source for a work in source code form is that
|
| 140 |
+
same work.
|
| 141 |
+
|
| 142 |
+
2. Basic Permissions.
|
| 143 |
+
|
| 144 |
+
All rights granted under this License are granted for the term of
|
| 145 |
+
copyright on the Program, and are irrevocable provided the stated
|
| 146 |
+
conditions are met. This License explicitly affirms your unlimited
|
| 147 |
+
permission to run the unmodified Program. The output from running a
|
| 148 |
+
covered work is covered by this License only if the output, given its
|
| 149 |
+
content, constitutes a covered work. This License acknowledges your
|
| 150 |
+
rights of fair use or other equivalent, as provided by copyright law.
|
| 151 |
+
|
| 152 |
+
You may make, run and propagate covered works that you do not
|
| 153 |
+
convey, without conditions so long as your license otherwise remains
|
| 154 |
+
in force. You may convey covered works to others for the sole purpose
|
| 155 |
+
of having them make modifications exclusively for you, or provide you
|
| 156 |
+
with facilities for running those works, provided that you comply with
|
| 157 |
+
the terms of this License in conveying all material for which you do
|
| 158 |
+
not control copyright. Those thus making or running the covered works
|
| 159 |
+
for you must do so exclusively on your behalf, under your direction
|
| 160 |
+
and control, on terms that prohibit them from making any copies of
|
| 161 |
+
your copyrighted material outside their relationship with you.
|
| 162 |
+
|
| 163 |
+
Conveying under any other circumstances is permitted solely under
|
| 164 |
+
the conditions stated below. Sublicensing is not allowed; section 10
|
| 165 |
+
makes it unnecessary.
|
| 166 |
+
|
| 167 |
+
3. Protecting Users' Legal Rights From Anti-Circumvention Law.
|
| 168 |
+
|
| 169 |
+
No covered work shall be deemed part of an effective technological
|
| 170 |
+
measure under any applicable law fulfilling obligations under article
|
| 171 |
+
11 of the WIPO copyright treaty adopted on 20 December 1996, or
|
| 172 |
+
similar laws prohibiting or restricting circumvention of such
|
| 173 |
+
measures.
|
| 174 |
+
|
| 175 |
+
When you convey a covered work, you waive any legal power to forbid
|
| 176 |
+
circumvention of technological measures to the extent such circumvention
|
| 177 |
+
is effected by exercising rights under this License with respect to
|
| 178 |
+
the covered work, and you disclaim any intention to limit operation or
|
| 179 |
+
modification of the work as a means of enforcing, against the work's
|
| 180 |
+
users, your or third parties' legal rights to forbid circumvention of
|
| 181 |
+
technological measures.
|
| 182 |
+
|
| 183 |
+
4. Conveying Verbatim Copies.
|
| 184 |
+
|
| 185 |
+
You may convey verbatim copies of the Program's source code as you
|
| 186 |
+
receive it, in any medium, provided that you conspicuously and
|
| 187 |
+
appropriately publish on each copy an appropriate copyright notice;
|
| 188 |
+
keep intact all notices stating that this License and any
|
| 189 |
+
non-permissive terms added in accord with section 7 apply to the code;
|
| 190 |
+
keep intact all notices of the absence of any warranty; and give all
|
| 191 |
+
recipients a copy of this License along with the Program.
|
| 192 |
+
|
| 193 |
+
You may charge any price or no price for each copy that you convey,
|
| 194 |
+
and you may offer support or warranty protection for a fee.
|
| 195 |
+
|
| 196 |
+
5. Conveying Modified Source Versions.
|
| 197 |
+
|
| 198 |
+
You may convey a work based on the Program, or the modifications to
|
| 199 |
+
produce it from the Program, in the form of source code under the
|
| 200 |
+
terms of section 4, provided that you also meet all of these conditions:
|
| 201 |
+
|
| 202 |
+
a) The work must carry prominent notices stating that you modified
|
| 203 |
+
it, and giving a relevant date.
|
| 204 |
+
|
| 205 |
+
b) The work must carry prominent notices stating that it is
|
| 206 |
+
released under this License and any conditions added under section
|
| 207 |
+
7. This requirement modifies the requirement in section 4 to
|
| 208 |
+
"keep intact all notices".
|
| 209 |
+
|
| 210 |
+
c) You must license the entire work, as a whole, under this
|
| 211 |
+
License to anyone who comes into possession of a copy. This
|
| 212 |
+
License will therefore apply, along with any applicable section 7
|
| 213 |
+
additional terms, to the whole of the work, and all its parts,
|
| 214 |
+
regardless of how they are packaged. This License gives no
|
| 215 |
+
permission to license the work in any other way, but it does not
|
| 216 |
+
invalidate such permission if you have separately received it.
|
| 217 |
+
|
| 218 |
+
d) If the work has interactive user interfaces, each must display
|
| 219 |
+
Appropriate Legal Notices; however, if the Program has interactive
|
| 220 |
+
interfaces that do not display Appropriate Legal Notices, your
|
| 221 |
+
work need not make them do so.
|
| 222 |
+
|
| 223 |
+
A compilation of a covered work with other separate and independent
|
| 224 |
+
works, which are not by their nature extensions of the covered work,
|
| 225 |
+
and which are not combined with it such as to form a larger program,
|
| 226 |
+
in or on a volume of a storage or distribution medium, is called an
|
| 227 |
+
"aggregate" if the compilation and its resulting copyright are not
|
| 228 |
+
used to limit the access or legal rights of the compilation's users
|
| 229 |
+
beyond what the individual works permit. Inclusion of a covered work
|
| 230 |
+
in an aggregate does not cause this License to apply to the other
|
| 231 |
+
parts of the aggregate.
|
| 232 |
+
|
| 233 |
+
6. Conveying Non-Source Forms.
|
| 234 |
+
|
| 235 |
+
You may convey a covered work in object code form under the terms
|
| 236 |
+
of sections 4 and 5, provided that you also convey the
|
| 237 |
+
machine-readable Corresponding Source under the terms of this License,
|
| 238 |
+
in one of these ways:
|
| 239 |
+
|
| 240 |
+
a) Convey the object code in, or embodied in, a physical product
|
| 241 |
+
(including a physical distribution medium), accompanied by the
|
| 242 |
+
Corresponding Source fixed on a durable physical medium
|
| 243 |
+
customarily used for software interchange.
|
| 244 |
+
|
| 245 |
+
b) Convey the object code in, or embodied in, a physical product
|
| 246 |
+
(including a physical distribution medium), accompanied by a
|
| 247 |
+
written offer, valid for at least three years and valid for as
|
| 248 |
+
long as you offer spare parts or customer support for that product
|
| 249 |
+
model, to give anyone who possesses the object code either (1) a
|
| 250 |
+
copy of the Corresponding Source for all the software in the
|
| 251 |
+
product that is covered by this License, on a durable physical
|
| 252 |
+
medium customarily used for software interchange, for a price no
|
| 253 |
+
more than your reasonable cost of physically performing this
|
| 254 |
+
conveying of source, or (2) access to copy the
|
| 255 |
+
Corresponding Source from a network server at no charge.
|
| 256 |
+
|
| 257 |
+
c) Convey individual copies of the object code with a copy of the
|
| 258 |
+
written offer to provide the Corresponding Source. This
|
| 259 |
+
alternative is allowed only occasionally and noncommercially, and
|
| 260 |
+
only if you received the object code with such an offer, in accord
|
| 261 |
+
with subsection 6b.
|
| 262 |
+
|
| 263 |
+
d) Convey the object code by offering access from a designated
|
| 264 |
+
place (gratis or for a charge), and offer equivalent access to the
|
| 265 |
+
Corresponding Source in the same way through the same place at no
|
| 266 |
+
further charge. You need not require recipients to copy the
|
| 267 |
+
Corresponding Source along with the object code. If the place to
|
| 268 |
+
copy the object code is a network server, the Corresponding Source
|
| 269 |
+
may be on a different server (operated by you or a third party)
|
| 270 |
+
that supports equivalent copying facilities, provided you maintain
|
| 271 |
+
clear directions next to the object code saying where to find the
|
| 272 |
+
Corresponding Source. Regardless of what server hosts the
|
| 273 |
+
Corresponding Source, you remain obligated to ensure that it is
|
| 274 |
+
available for as long as needed to satisfy these requirements.
|
| 275 |
+
|
| 276 |
+
e) Convey the object code using peer-to-peer transmission, provided
|
| 277 |
+
you inform other peers where the object code and Corresponding
|
| 278 |
+
Source of the work are being offered to the general public at no
|
| 279 |
+
charge under subsection 6d.
|
| 280 |
+
|
| 281 |
+
A separable portion of the object code, whose source code is excluded
|
| 282 |
+
from the Corresponding Source as a System Library, need not be
|
| 283 |
+
included in conveying the object code work.
|
| 284 |
+
|
| 285 |
+
A "User Product" is either (1) a "consumer product", which means any
|
| 286 |
+
tangible personal property which is normally used for personal, family,
|
| 287 |
+
or household purposes, or (2) anything designed or sold for incorporation
|
| 288 |
+
into a dwelling. In determining whether a product is a consumer product,
|
| 289 |
+
doubtful cases shall be resolved in favor of coverage. For a particular
|
| 290 |
+
product received by a particular user, "normally used" refers to a
|
| 291 |
+
typical or common use of that class of product, regardless of the status
|
| 292 |
+
of the particular user or of the way in which the particular user
|
| 293 |
+
actually uses, or expects or is expected to use, the product. A product
|
| 294 |
+
is a consumer product regardless of whether the product has substantial
|
| 295 |
+
commercial, industrial or non-consumer uses, unless such uses represent
|
| 296 |
+
the only significant mode of use of the product.
|
| 297 |
+
|
| 298 |
+
"Installation Information" for a User Product means any methods,
|
| 299 |
+
procedures, authorization keys, or other information required to install
|
| 300 |
+
and execute modified versions of a covered work in that User Product from
|
| 301 |
+
a modified version of its Corresponding Source. The information must
|
| 302 |
+
suffice to ensure that the continued functioning of the modified object
|
| 303 |
+
code is in no case prevented or interfered with solely because
|
| 304 |
+
modification has been made.
|
| 305 |
+
|
| 306 |
+
If you convey an object code work under this section in, or with, or
|
| 307 |
+
specifically for use in, a User Product, and the conveying occurs as
|
| 308 |
+
part of a transaction in which the right of possession and use of the
|
| 309 |
+
User Product is transferred to the recipient in perpetuity or for a
|
| 310 |
+
fixed term (regardless of how the transaction is characterized), the
|
| 311 |
+
Corresponding Source conveyed under this section must be accompanied
|
| 312 |
+
by the Installation Information. But this requirement does not apply
|
| 313 |
+
if neither you nor any third party retains the ability to install
|
| 314 |
+
modified object code on the User Product (for example, the work has
|
| 315 |
+
been installed in ROM).
|
| 316 |
+
|
| 317 |
+
The requirement to provide Installation Information does not include a
|
| 318 |
+
requirement to continue to provide support service, warranty, or updates
|
| 319 |
+
for a work that has been modified or installed by the recipient, or for
|
| 320 |
+
the User Product in which it has been modified or installed. Access to a
|
| 321 |
+
network may be denied when the modification itself materially and
|
| 322 |
+
adversely affects the operation of the network or violates the rules and
|
| 323 |
+
protocols for communication across the network.
|
| 324 |
+
|
| 325 |
+
Corresponding Source conveyed, and Installation Information provided,
|
| 326 |
+
in accord with this section must be in a format that is publicly
|
| 327 |
+
documented (and with an implementation available to the public in
|
| 328 |
+
source code form), and must require no special password or key for
|
| 329 |
+
unpacking, reading or copying.
|
| 330 |
+
|
| 331 |
+
7. Additional Terms.
|
| 332 |
+
|
| 333 |
+
"Additional permissions" are terms that supplement the terms of this
|
| 334 |
+
License by making exceptions from one or more of its conditions.
|
| 335 |
+
Additional permissions that are applicable to the entire Program shall
|
| 336 |
+
be treated as though they were included in this License, to the extent
|
| 337 |
+
that they are valid under applicable law. If additional permissions
|
| 338 |
+
apply only to part of the Program, that part may be used separately
|
| 339 |
+
under those permissions, but the entire Program remains governed by
|
| 340 |
+
this License without regard to the additional permissions.
|
| 341 |
+
|
| 342 |
+
When you convey a copy of a covered work, you may at your option
|
| 343 |
+
remove any additional permissions from that copy, or from any part of
|
| 344 |
+
it. (Additional permissions may be written to require their own
|
| 345 |
+
removal in certain cases when you modify the work.) You may place
|
| 346 |
+
additional permissions on material, added by you to a covered work,
|
| 347 |
+
for which you have or can give appropriate copyright permission.
|
| 348 |
+
|
| 349 |
+
Notwithstanding any other provision of this License, for material you
|
| 350 |
+
add to a covered work, you may (if authorized by the copyright holders of
|
| 351 |
+
that material) supplement the terms of this License with terms:
|
| 352 |
+
|
| 353 |
+
a) Disclaiming warranty or limiting liability differently from the
|
| 354 |
+
terms of sections 15 and 16 of this License; or
|
| 355 |
+
|
| 356 |
+
b) Requiring preservation of specified reasonable legal notices or
|
| 357 |
+
author attributions in that material or in the Appropriate Legal
|
| 358 |
+
Notices displayed by works containing it; or
|
| 359 |
+
|
| 360 |
+
c) Prohibiting misrepresentation of the origin of that material, or
|
| 361 |
+
requiring that modified versions of such material be marked in
|
| 362 |
+
reasonable ways as different from the original version; or
|
| 363 |
+
|
| 364 |
+
d) Limiting the use for publicity purposes of names of licensors or
|
| 365 |
+
authors of the material; or
|
| 366 |
+
|
| 367 |
+
e) Declining to grant rights under trademark law for use of some
|
| 368 |
+
trade names, trademarks, or service marks; or
|
| 369 |
+
|
| 370 |
+
f) Requiring indemnification of licensors and authors of that
|
| 371 |
+
material by anyone who conveys the material (or modified versions of
|
| 372 |
+
it) with contractual assumptions of liability to the recipient, for
|
| 373 |
+
any liability that these contractual assumptions directly impose on
|
| 374 |
+
those licensors and authors.
|
| 375 |
+
|
| 376 |
+
All other non-permissive additional terms are considered "further
|
| 377 |
+
restrictions" within the meaning of section 10. If the Program as you
|
| 378 |
+
received it, or any part of it, contains a notice stating that it is
|
| 379 |
+
governed by this License along with a term that is a further
|
| 380 |
+
restriction, you may remove that term. If a license document contains
|
| 381 |
+
a further restriction but permits relicensing or conveying under this
|
| 382 |
+
License, you may add to a covered work material governed by the terms
|
| 383 |
+
of that license document, provided that the further restriction does
|
| 384 |
+
not survive such relicensing or conveying.
|
| 385 |
+
|
| 386 |
+
If you add terms to a covered work in accord with this section, you
|
| 387 |
+
must place, in the relevant source files, a statement of the
|
| 388 |
+
additional terms that apply to those files, or a notice indicating
|
| 389 |
+
where to find the applicable terms.
|
| 390 |
+
|
| 391 |
+
Additional terms, permissive or non-permissive, may be stated in the
|
| 392 |
+
form of a separately written license, or stated as exceptions;
|
| 393 |
+
the above requirements apply either way.
|
| 394 |
+
|
| 395 |
+
8. Termination.
|
| 396 |
+
|
| 397 |
+
You may not propagate or modify a covered work except as expressly
|
| 398 |
+
provided under this License. Any attempt otherwise to propagate or
|
| 399 |
+
modify it is void, and will automatically terminate your rights under
|
| 400 |
+
this License (including any patent licenses granted under the third
|
| 401 |
+
paragraph of section 11).
|
| 402 |
+
|
| 403 |
+
However, if you cease all violation of this License, then your
|
| 404 |
+
license from a particular copyright holder is reinstated (a)
|
| 405 |
+
provisionally, unless and until the copyright holder explicitly and
|
| 406 |
+
finally terminates your license, and (b) permanently, if the copyright
|
| 407 |
+
holder fails to notify you of the violation by some reasonable means
|
| 408 |
+
prior to 60 days after the cessation.
|
| 409 |
+
|
| 410 |
+
Moreover, your license from a particular copyright holder is
|
| 411 |
+
reinstated permanently if the copyright holder notifies you of the
|
| 412 |
+
violation by some reasonable means, this is the first time you have
|
| 413 |
+
received notice of violation of this License (for any work) from that
|
| 414 |
+
copyright holder, and you cure the violation prior to 30 days after
|
| 415 |
+
your receipt of the notice.
|
| 416 |
+
|
| 417 |
+
Termination of your rights under this section does not terminate the
|
| 418 |
+
licenses of parties who have received copies or rights from you under
|
| 419 |
+
this License. If your rights have been terminated and not permanently
|
| 420 |
+
reinstated, you do not qualify to receive new licenses for the same
|
| 421 |
+
material under section 10.
|
| 422 |
+
|
| 423 |
+
9. Acceptance Not Required for Having Copies.
|
| 424 |
+
|
| 425 |
+
You are not required to accept this License in order to receive or
|
| 426 |
+
run a copy of the Program. Ancillary propagation of a covered work
|
| 427 |
+
occurring solely as a consequence of using peer-to-peer transmission
|
| 428 |
+
to receive a copy likewise does not require acceptance. However,
|
| 429 |
+
nothing other than this License grants you permission to propagate or
|
| 430 |
+
modify any covered work. These actions infringe copyright if you do
|
| 431 |
+
not accept this License. Therefore, by modifying or propagating a
|
| 432 |
+
covered work, you indicate your acceptance of this License to do so.
|
| 433 |
+
|
| 434 |
+
10. Automatic Licensing of Downstream Recipients.
|
| 435 |
+
|
| 436 |
+
Each time you convey a covered work, the recipient automatically
|
| 437 |
+
receives a license from the original licensors, to run, modify and
|
| 438 |
+
propagate that work, subject to this License. You are not responsible
|
| 439 |
+
for enforcing compliance by third parties with this License.
|
| 440 |
+
|
| 441 |
+
An "entity transaction" is a transaction transferring control of an
|
| 442 |
+
organization, or substantially all assets of one, or subdividing an
|
| 443 |
+
organization, or merging organizations. If propagation of a covered
|
| 444 |
+
work results from an entity transaction, each party to that
|
| 445 |
+
transaction who receives a copy of the work also receives whatever
|
| 446 |
+
licenses to the work the party's predecessor in interest had or could
|
| 447 |
+
give under the previous paragraph, plus a right to possession of the
|
| 448 |
+
Corresponding Source of the work from the predecessor in interest, if
|
| 449 |
+
the predecessor has it or can get it with reasonable efforts.
|
| 450 |
+
|
| 451 |
+
You may not impose any further restrictions on the exercise of the
|
| 452 |
+
rights granted or affirmed under this License. For example, you may
|
| 453 |
+
not impose a license fee, royalty, or other charge for exercise of
|
| 454 |
+
rights granted under this License, and you may not initiate litigation
|
| 455 |
+
(including a cross-claim or counterclaim in a lawsuit) alleging that
|
| 456 |
+
any patent claim is infringed by making, using, selling, offering for
|
| 457 |
+
sale, or importing the Program or any portion of it.
|
| 458 |
+
|
| 459 |
+
11. Patents.
|
| 460 |
+
|
| 461 |
+
A "contributor" is a copyright holder who authorizes use under this
|
| 462 |
+
License of the Program or a work on which the Program is based. The
|
| 463 |
+
work thus licensed is called the contributor's "contributor version".
|
| 464 |
+
|
| 465 |
+
A contributor's "essential patent claims" are all patent claims
|
| 466 |
+
owned or controlled by the contributor, whether already acquired or
|
| 467 |
+
hereafter acquired, that would be infringed by some manner, permitted
|
| 468 |
+
by this License, of making, using, or selling its contributor version,
|
| 469 |
+
but do not include claims that would be infringed only as a
|
| 470 |
+
consequence of further modification of the contributor version. For
|
| 471 |
+
purposes of this definition, "control" includes the right to grant
|
| 472 |
+
patent sublicenses in a manner consistent with the requirements of
|
| 473 |
+
this License.
|
| 474 |
+
|
| 475 |
+
Each contributor grants you a non-exclusive, worldwide, royalty-free
|
| 476 |
+
patent license under the contributor's essential patent claims, to
|
| 477 |
+
make, use, sell, offer for sale, import and otherwise run, modify and
|
| 478 |
+
propagate the contents of its contributor version.
|
| 479 |
+
|
| 480 |
+
In the following three paragraphs, a "patent license" is any express
|
| 481 |
+
agreement or commitment, however denominated, not to enforce a patent
|
| 482 |
+
(such as an express permission to practice a patent or covenant not to
|
| 483 |
+
sue for patent infringement). To "grant" such a patent license to a
|
| 484 |
+
party means to make such an agreement or commitment not to enforce a
|
| 485 |
+
patent against the party.
|
| 486 |
+
|
| 487 |
+
If you convey a covered work, knowingly relying on a patent license,
|
| 488 |
+
and the Corresponding Source of the work is not available for anyone
|
| 489 |
+
to copy, free of charge and under the terms of this License, through a
|
| 490 |
+
publicly available network server or other readily accessible means,
|
| 491 |
+
then you must either (1) cause the Corresponding Source to be so
|
| 492 |
+
available, or (2) arrange to deprive yourself of the benefit of the
|
| 493 |
+
patent license for this particular work, or (3) arrange, in a manner
|
| 494 |
+
consistent with the requirements of this License, to extend the patent
|
| 495 |
+
license to downstream recipients. "Knowingly relying" means you have
|
| 496 |
+
actual knowledge that, but for the patent license, your conveying the
|
| 497 |
+
covered work in a country, or your recipient's use of the covered work
|
| 498 |
+
in a country, would infringe one or more identifiable patents in that
|
| 499 |
+
country that you have reason to believe are valid.
|
| 500 |
+
|
| 501 |
+
If, pursuant to or in connection with a single transaction or
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| 502 |
+
arrangement, you convey, or propagate by procuring conveyance of, a
|
| 503 |
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covered work, and grant a patent license to some of the parties
|
| 504 |
+
receiving the covered work authorizing them to use, propagate, modify
|
| 505 |
+
or convey a specific copy of the covered work, then the patent license
|
| 506 |
+
you grant is automatically extended to all recipients of the covered
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| 507 |
+
work and works based on it.
|
| 508 |
+
|
| 509 |
+
A patent license is "discriminatory" if it does not include within
|
| 510 |
+
the scope of its coverage, prohibits the exercise of, or is
|
| 511 |
+
conditioned on the non-exercise of one or more of the rights that are
|
| 512 |
+
specifically granted under this License. You may not convey a covered
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| 513 |
+
work if you are a party to an arrangement with a third party that is
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| 514 |
+
in the business of distributing software, under which you make payment
|
| 515 |
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to the third party based on the extent of your activity of conveying
|
| 516 |
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the work, and under which the third party grants, to any of the
|
| 517 |
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parties who would receive the covered work from you, a discriminatory
|
| 518 |
+
patent license (a) in connection with copies of the covered work
|
| 519 |
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conveyed by you (or copies made from those copies), or (b) primarily
|
| 520 |
+
for and in connection with specific products or compilations that
|
| 521 |
+
contain the covered work, unless you entered into that arrangement,
|
| 522 |
+
or that patent license was granted, prior to 28 March 2007.
|
| 523 |
+
|
| 524 |
+
Nothing in this License shall be construed as excluding or limiting
|
| 525 |
+
any implied license or other defenses to infringement that may
|
| 526 |
+
otherwise be available to you under applicable patent law.
|
| 527 |
+
|
| 528 |
+
12. No Surrender of Others' Freedom.
|
| 529 |
+
|
| 530 |
+
If conditions are imposed on you (whether by court order, agreement or
|
| 531 |
+
otherwise) that contradict the conditions of this License, they do not
|
| 532 |
+
excuse you from the conditions of this License. If you cannot convey a
|
| 533 |
+
covered work so as to satisfy simultaneously your obligations under this
|
| 534 |
+
License and any other pertinent obligations, then as a consequence you may
|
| 535 |
+
not convey it at all. For example, if you agree to terms that obligate you
|
| 536 |
+
to collect a royalty for further conveying from those to whom you convey
|
| 537 |
+
the Program, the only way you could satisfy both those terms and this
|
| 538 |
+
License would be to refrain entirely from conveying the Program.
|
| 539 |
+
|
| 540 |
+
13. Remote Network Interaction; Use with the GNU General Public License.
|
| 541 |
+
|
| 542 |
+
Notwithstanding any other provision of this License, if you modify the
|
| 543 |
+
Program, your modified version must prominently offer all users
|
| 544 |
+
interacting with it remotely through a computer network (if your version
|
| 545 |
+
supports such interaction) an opportunity to receive the Corresponding
|
| 546 |
+
Source of your version by providing access to the Corresponding Source
|
| 547 |
+
from a network server at no charge, through some standard or customary
|
| 548 |
+
means of facilitating copying of software. This Corresponding Source
|
| 549 |
+
shall include the Corresponding Source for any work covered by version 3
|
| 550 |
+
of the GNU General Public License that is incorporated pursuant to the
|
| 551 |
+
following paragraph.
|
| 552 |
+
|
| 553 |
+
Notwithstanding any other provision of this License, you have
|
| 554 |
+
permission to link or combine any covered work with a work licensed
|
| 555 |
+
under version 3 of the GNU General Public License into a single
|
| 556 |
+
combined work, and to convey the resulting work. The terms of this
|
| 557 |
+
License will continue to apply to the part which is the covered work,
|
| 558 |
+
but the work with which it is combined will remain governed by version
|
| 559 |
+
3 of the GNU General Public License.
|
| 560 |
+
|
| 561 |
+
14. Revised Versions of this License.
|
| 562 |
+
|
| 563 |
+
The Free Software Foundation may publish revised and/or new versions of
|
| 564 |
+
the GNU Affero General Public License from time to time. Such new versions
|
| 565 |
+
will be similar in spirit to the present version, but may differ in detail to
|
| 566 |
+
address new problems or concerns.
|
| 567 |
+
|
| 568 |
+
Each version is given a distinguishing version number. If the
|
| 569 |
+
Program specifies that a certain numbered version of the GNU Affero General
|
| 570 |
+
Public License "or any later version" applies to it, you have the
|
| 571 |
+
option of following the terms and conditions either of that numbered
|
| 572 |
+
version or of any later version published by the Free Software
|
| 573 |
+
Foundation. If the Program does not specify a version number of the
|
| 574 |
+
GNU Affero General Public License, you may choose any version ever published
|
| 575 |
+
by the Free Software Foundation.
|
| 576 |
+
|
| 577 |
+
If the Program specifies that a proxy can decide which future
|
| 578 |
+
versions of the GNU Affero General Public License can be used, that proxy's
|
| 579 |
+
public statement of acceptance of a version permanently authorizes you
|
| 580 |
+
to choose that version for the Program.
|
| 581 |
+
|
| 582 |
+
Later license versions may give you additional or different
|
| 583 |
+
permissions. However, no additional obligations are imposed on any
|
| 584 |
+
author or copyright holder as a result of your choosing to follow a
|
| 585 |
+
later version.
|
| 586 |
+
|
| 587 |
+
15. Disclaimer of Warranty.
|
| 588 |
+
|
| 589 |
+
THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
|
| 590 |
+
APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
|
| 591 |
+
HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
|
| 592 |
+
OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
|
| 593 |
+
THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
|
| 594 |
+
PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
|
| 595 |
+
IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
|
| 596 |
+
ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
|
| 597 |
+
|
| 598 |
+
16. Limitation of Liability.
|
| 599 |
+
|
| 600 |
+
IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
|
| 601 |
+
WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
|
| 602 |
+
THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
|
| 603 |
+
GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
|
| 604 |
+
USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
|
| 605 |
+
DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
|
| 606 |
+
PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
|
| 607 |
+
EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
|
| 608 |
+
SUCH DAMAGES.
|
| 609 |
+
|
| 610 |
+
17. Interpretation of Sections 15 and 16.
|
| 611 |
+
|
| 612 |
+
If the disclaimer of warranty and limitation of liability provided
|
| 613 |
+
above cannot be given local legal effect according to their terms,
|
| 614 |
+
reviewing courts shall apply local law that most closely approximates
|
| 615 |
+
an absolute waiver of all civil liability in connection with the
|
| 616 |
+
Program, unless a warranty or assumption of liability accompanies a
|
| 617 |
+
copy of the Program in return for a fee.
|
| 618 |
+
|
| 619 |
+
END OF TERMS AND CONDITIONS
|
| 620 |
+
|
| 621 |
+
How to Apply These Terms to Your New Programs
|
| 622 |
+
|
| 623 |
+
If you develop a new program, and you want it to be of the greatest
|
| 624 |
+
possible use to the public, the best way to achieve this is to make it
|
| 625 |
+
free software which everyone can redistribute and change under these terms.
|
| 626 |
+
|
| 627 |
+
To do so, attach the following notices to the program. It is safest
|
| 628 |
+
to attach them to the start of each source file to most effectively
|
| 629 |
+
state the exclusion of warranty; and each file should have at least
|
| 630 |
+
the "copyright" line and a pointer to where the full notice is found.
|
| 631 |
+
|
| 632 |
+
<one line to give the program's name and a brief idea of what it does.>
|
| 633 |
+
Copyright (C) <year> <name of author>
|
| 634 |
+
|
| 635 |
+
This program is free software: you can redistribute it and/or modify
|
| 636 |
+
it under the terms of the GNU Affero General Public License as published by
|
| 637 |
+
the Free Software Foundation, either version 3 of the License, or
|
| 638 |
+
(at your option) any later version.
|
| 639 |
+
|
| 640 |
+
This program is distributed in the hope that it will be useful,
|
| 641 |
+
but WITHOUT ANY WARRANTY; without even the implied warranty of
|
| 642 |
+
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
| 643 |
+
GNU Affero General Public License for more details.
|
| 644 |
+
|
| 645 |
+
You should have received a copy of the GNU Affero General Public License
|
| 646 |
+
along with this program. If not, see <https://www.gnu.org/licenses/>.
|
| 647 |
+
|
| 648 |
+
Also add information on how to contact you by electronic and paper mail.
|
| 649 |
+
|
| 650 |
+
If your software can interact with users remotely through a computer
|
| 651 |
+
network, you should also make sure that it provides a way for users to
|
| 652 |
+
get its source. For example, if your program is a web application, its
|
| 653 |
+
interface could display a "Source" link that leads users to an archive
|
| 654 |
+
of the code. There are many ways you could offer source, and different
|
| 655 |
+
solutions will be better for different programs; see section 13 for the
|
| 656 |
+
specific requirements.
|
| 657 |
+
|
| 658 |
+
You should also get your employer (if you work as a programmer) or school,
|
| 659 |
+
if any, to sign a "copyright disclaimer" for the program, if necessary.
|
| 660 |
+
For more information on this, and how to apply and follow the GNU AGPL, see
|
| 661 |
+
<https://www.gnu.org/licenses/>.
|
README.md
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: agpl-3.0
|
| 3 |
+
tags:
|
| 4 |
+
- rknn
|
| 5 |
+
- rknn2
|
| 6 |
+
- rockchip
|
| 7 |
+
- rk3576
|
| 8 |
+
- rk3588
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
# YOLO26-RKNN2
|
| 12 |
+
|
| 13 |
+
Rockchip-guided and custom YOLO exports for RK3576 and RK3588.
|
| 14 |
+
Converted with RKNN Toolkit2 2.3.2.
|
| 15 |
+
|
| 16 |
+
Available tasks: classify, depth, obb, pose, segment, semantic.
|
| 17 |
+
|
| 18 |
+
Download `model.rknn` and `metadata.yaml` from the same folder under `models/<task>/<variant>/<chip>/<precision>/`.
|
| 19 |
+
|
| 20 |
+
The manifest records model and metadata checksums. Original checkpoints, conversion scripts, and their provenance are in `source/`.
|
| 21 |
+
|
| 22 |
+
The models and checkpoints are distributed under AGPL-3.0. See `LICENSE` and `source/weights.json`.
|
manifest.json
ADDED
|
@@ -0,0 +1,866 @@
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|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"name": "yolo26m-cls",
|
| 4 |
+
"family": "yolo26",
|
| 5 |
+
"task": "classify",
|
| 6 |
+
"chip": "rk3576",
|
| 7 |
+
"precision": "fp16",
|
| 8 |
+
"path": "models/classify/yolo26m-cls/rk3576/fp16",
|
| 9 |
+
"weights": "source/weights/yolo26m-cls.pt",
|
| 10 |
+
"sha256": "77e8f6e31a676eaf5e24babb27d91c882637da842c95603a14697fe4e41f1653",
|
| 11 |
+
"metadata_sha256": "522b3c3033e4101920b80682e00996263dd7d7c8909ea533b46e8efd7a4071bc",
|
| 12 |
+
"conversion": "custom"
|
| 13 |
+
},
|
| 14 |
+
{
|
| 15 |
+
"name": "yolo26m-cls",
|
| 16 |
+
"family": "yolo26",
|
| 17 |
+
"task": "classify",
|
| 18 |
+
"chip": "rk3576",
|
| 19 |
+
"precision": "int8",
|
| 20 |
+
"path": "models/classify/yolo26m-cls/rk3576/int8",
|
| 21 |
+
"weights": "source/weights/yolo26m-cls.pt",
|
| 22 |
+
"sha256": "337c2a5b2ba2e9a8e1e206c1aa4a2749c51b2d24ae0bd3578a1a5dea924768a2",
|
| 23 |
+
"metadata_sha256": "b3fb53da0f1482abe42d7e5588202929bde447f6bcb28ee5c8f0722d61f47aa6",
|
| 24 |
+
"conversion": "custom"
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"name": "yolo26m-depth",
|
| 28 |
+
"family": "yolo26",
|
| 29 |
+
"task": "depth",
|
| 30 |
+
"chip": "rk3576",
|
| 31 |
+
"precision": "fp16",
|
| 32 |
+
"path": "models/depth/yolo26m-depth/rk3576/fp16",
|
| 33 |
+
"weights": "source/weights/yolo26m-depth.pt",
|
| 34 |
+
"sha256": "43e118eae21100f8faa197c5b2f247c2e674292a65f7d22f8321705c2e8f7012",
|
| 35 |
+
"metadata_sha256": "ec36feeedea446887f3dd38ffdfaa4d8f1382188e10eb2bdba16ee68c096eff3",
|
| 36 |
+
"conversion": "custom"
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"name": "yolo26m-depth",
|
| 40 |
+
"family": "yolo26",
|
| 41 |
+
"task": "depth",
|
| 42 |
+
"chip": "rk3576",
|
| 43 |
+
"precision": "int8",
|
| 44 |
+
"path": "models/depth/yolo26m-depth/rk3576/int8",
|
| 45 |
+
"weights": "source/weights/yolo26m-depth.pt",
|
| 46 |
+
"sha256": "7c4cccc2c45fa0664a850314ba71b80d4a8f4fde5b176fe4e68472132c6769ce",
|
| 47 |
+
"metadata_sha256": "dc2d5f5aa7d6ce0478555484e8b3f325d465a51ef8440e080c4d606d77e8fa87",
|
| 48 |
+
"conversion": "custom"
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"name": "yolo26m-obb",
|
| 52 |
+
"family": "yolo26",
|
| 53 |
+
"task": "obb",
|
| 54 |
+
"chip": "rk3576",
|
| 55 |
+
"precision": "fp16",
|
| 56 |
+
"path": "models/obb/yolo26m-obb/rk3576/fp16",
|
| 57 |
+
"weights": "source/weights/yolo26m-obb.pt",
|
| 58 |
+
"sha256": "3e6cfadc0879747d3fe94dcd5afc592b4d52dde628d0993a32cb9ff8d0c14566",
|
| 59 |
+
"metadata_sha256": "4976841eb7b6bd0c19a6765d3ffbdf3ea9b2d76e6ec075d23e420061d443437e",
|
| 60 |
+
"conversion": "custom"
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"name": "yolo26m-obb",
|
| 64 |
+
"family": "yolo26",
|
| 65 |
+
"task": "obb",
|
| 66 |
+
"chip": "rk3576",
|
| 67 |
+
"precision": "int8",
|
| 68 |
+
"path": "models/obb/yolo26m-obb/rk3576/int8",
|
| 69 |
+
"weights": "source/weights/yolo26m-obb.pt",
|
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models/pose/yolo26s-pose/rk3588/fp16/metadata.yaml
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|
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|
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|
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|
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|
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|
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|
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|
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export_source: model-zoo-inspired-pytorch
|
| 13 |
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checkpoint: yolo26s-pose.pt
|
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|
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|
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|
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|
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target_platform: rk3588
|
| 21 |
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precision: fp16
|
models/pose/yolo26s-pose/rk3588/fp16/model.rknn
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
models/pose/yolo26s-pose/rk3588/int8/metadata.yaml
ADDED
|
@@ -0,0 +1,21 @@
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|
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|
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|
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|
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|
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|
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|
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|
| 10 |
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|
| 11 |
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|
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export_source: model-zoo-inspired-pytorch
|
| 13 |
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checkpoint: yolo26s-pose.pt
|
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|
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|
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|
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|
| 20 |
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target_platform: rk3588
|
| 21 |
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precision: int8
|
models/pose/yolo26s-pose/rk3588/int8/model.rknn
ADDED
|
@@ -0,0 +1,3 @@
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models/segment/yolo26s-seg/rk3588/fp16/metadata.yaml
ADDED
|
@@ -0,0 +1,97 @@
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|
| 1 |
+
task: segment
|
| 2 |
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batch: 1
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| 3 |
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channels: 3
|
| 4 |
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imgsz:
|
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| 6 |
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|
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|
| 9 |
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|
| 10 |
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2: car
|
| 11 |
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|
| 12 |
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4: airplane
|
| 13 |
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5: bus
|
| 14 |
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6: train
|
| 15 |
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7: truck
|
| 16 |
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8: boat
|
| 17 |
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9: traffic light
|
| 18 |
+
10: fire hydrant
|
| 19 |
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11: stop sign
|
| 20 |
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12: parking meter
|
| 21 |
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13: bench
|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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18: sheep
|
| 27 |
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19: cow
|
| 28 |
+
20: elephant
|
| 29 |
+
21: bear
|
| 30 |
+
22: zebra
|
| 31 |
+
23: giraffe
|
| 32 |
+
24: backpack
|
| 33 |
+
25: umbrella
|
| 34 |
+
26: handbag
|
| 35 |
+
27: tie
|
| 36 |
+
28: suitcase
|
| 37 |
+
29: frisbee
|
| 38 |
+
30: skis
|
| 39 |
+
31: snowboard
|
| 40 |
+
32: sports ball
|
| 41 |
+
33: kite
|
| 42 |
+
34: baseball bat
|
| 43 |
+
35: baseball glove
|
| 44 |
+
36: skateboard
|
| 45 |
+
37: surfboard
|
| 46 |
+
38: tennis racket
|
| 47 |
+
39: bottle
|
| 48 |
+
40: wine glass
|
| 49 |
+
41: cup
|
| 50 |
+
42: fork
|
| 51 |
+
43: knife
|
| 52 |
+
44: spoon
|
| 53 |
+
45: bowl
|
| 54 |
+
46: banana
|
| 55 |
+
47: apple
|
| 56 |
+
48: sandwich
|
| 57 |
+
49: orange
|
| 58 |
+
50: broccoli
|
| 59 |
+
51: carrot
|
| 60 |
+
52: hot dog
|
| 61 |
+
53: pizza
|
| 62 |
+
54: donut
|
| 63 |
+
55: cake
|
| 64 |
+
56: chair
|
| 65 |
+
57: couch
|
| 66 |
+
58: potted plant
|
| 67 |
+
59: bed
|
| 68 |
+
60: dining table
|
| 69 |
+
61: toilet
|
| 70 |
+
62: tv
|
| 71 |
+
63: laptop
|
| 72 |
+
64: mouse
|
| 73 |
+
65: remote
|
| 74 |
+
66: keyboard
|
| 75 |
+
67: cell phone
|
| 76 |
+
68: microwave
|
| 77 |
+
69: oven
|
| 78 |
+
70: toaster
|
| 79 |
+
71: sink
|
| 80 |
+
72: refrigerator
|
| 81 |
+
73: book
|
| 82 |
+
74: clock
|
| 83 |
+
75: vase
|
| 84 |
+
76: scissors
|
| 85 |
+
77: teddy bear
|
| 86 |
+
78: hair drier
|
| 87 |
+
79: toothbrush
|
| 88 |
+
preprocess: letterbox
|
| 89 |
+
coordinates: normalized
|
| 90 |
+
end2end: true
|
| 91 |
+
export_source: model-zoo-inspired-pytorch
|
| 92 |
+
checkpoint: yolo26s-seg.pt
|
| 93 |
+
checkpoint_sha256: 3da1d83e31caec96f9300eb4064f4f62882c133c7c264d63dfe61a7c197837a4
|
| 94 |
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ultralytics: 8.4.184
|
| 95 |
+
pytorch: 2.4.0+cu121
|
| 96 |
+
target_platform: rk3588
|
| 97 |
+
precision: fp16
|
models/segment/yolo26s-seg/rk3588/fp16/model.rknn
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:087d57488839e7dc40db8f87fb1b0448cfa73bcb2bb92865f9a8a9f9d6c4662d
|
| 3 |
+
size 23951362
|
models/segment/yolo26s-seg/rk3588/int8/metadata.yaml
ADDED
|
@@ -0,0 +1,97 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
|
|
|
|
|
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|
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|
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|
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|
|
| 1 |
+
task: segment
|
| 2 |
+
batch: 1
|
| 3 |
+
channels: 3
|
| 4 |
+
imgsz:
|
| 5 |
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- 640
|
| 6 |
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names:
|
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1: bicycle
|
| 10 |
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| 11 |
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|
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4: airplane
|
| 13 |
+
5: bus
|
| 14 |
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6: train
|
| 15 |
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|
| 16 |
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8: boat
|
| 17 |
+
9: traffic light
|
| 18 |
+
10: fire hydrant
|
| 19 |
+
11: stop sign
|
| 20 |
+
12: parking meter
|
| 21 |
+
13: bench
|
| 22 |
+
14: bird
|
| 23 |
+
15: cat
|
| 24 |
+
16: dog
|
| 25 |
+
17: horse
|
| 26 |
+
18: sheep
|
| 27 |
+
19: cow
|
| 28 |
+
20: elephant
|
| 29 |
+
21: bear
|
| 30 |
+
22: zebra
|
| 31 |
+
23: giraffe
|
| 32 |
+
24: backpack
|
| 33 |
+
25: umbrella
|
| 34 |
+
26: handbag
|
| 35 |
+
27: tie
|
| 36 |
+
28: suitcase
|
| 37 |
+
29: frisbee
|
| 38 |
+
30: skis
|
| 39 |
+
31: snowboard
|
| 40 |
+
32: sports ball
|
| 41 |
+
33: kite
|
| 42 |
+
34: baseball bat
|
| 43 |
+
35: baseball glove
|
| 44 |
+
36: skateboard
|
| 45 |
+
37: surfboard
|
| 46 |
+
38: tennis racket
|
| 47 |
+
39: bottle
|
| 48 |
+
40: wine glass
|
| 49 |
+
41: cup
|
| 50 |
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42: fork
|
| 51 |
+
43: knife
|
| 52 |
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44: spoon
|
| 53 |
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45: bowl
|
| 54 |
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46: banana
|
| 55 |
+
47: apple
|
| 56 |
+
48: sandwich
|
| 57 |
+
49: orange
|
| 58 |
+
50: broccoli
|
| 59 |
+
51: carrot
|
| 60 |
+
52: hot dog
|
| 61 |
+
53: pizza
|
| 62 |
+
54: donut
|
| 63 |
+
55: cake
|
| 64 |
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56: chair
|
| 65 |
+
57: couch
|
| 66 |
+
58: potted plant
|
| 67 |
+
59: bed
|
| 68 |
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60: dining table
|
| 69 |
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61: toilet
|
| 70 |
+
62: tv
|
| 71 |
+
63: laptop
|
| 72 |
+
64: mouse
|
| 73 |
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65: remote
|
| 74 |
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66: keyboard
|
| 75 |
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67: cell phone
|
| 76 |
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68: microwave
|
| 77 |
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69: oven
|
| 78 |
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70: toaster
|
| 79 |
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71: sink
|
| 80 |
+
72: refrigerator
|
| 81 |
+
73: book
|
| 82 |
+
74: clock
|
| 83 |
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75: vase
|
| 84 |
+
76: scissors
|
| 85 |
+
77: teddy bear
|
| 86 |
+
78: hair drier
|
| 87 |
+
79: toothbrush
|
| 88 |
+
preprocess: letterbox
|
| 89 |
+
coordinates: normalized
|
| 90 |
+
end2end: true
|
| 91 |
+
export_source: model-zoo-inspired-pytorch
|
| 92 |
+
checkpoint: yolo26s-seg.pt
|
| 93 |
+
checkpoint_sha256: 3da1d83e31caec96f9300eb4064f4f62882c133c7c264d63dfe61a7c197837a4
|
| 94 |
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ultralytics: 8.4.184
|
| 95 |
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pytorch: 2.4.0+cu121
|
| 96 |
+
target_platform: rk3588
|
| 97 |
+
precision: int8
|
models/segment/yolo26s-seg/rk3588/int8/model.rknn
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:499abe28eb3c466bf4df34bcb95f8e5035feeb2c07ed7fe30bf5867342f3b662
|
| 3 |
+
size 13099843
|
models/semantic/yolo26s-sem/rk3588/fp16/metadata.yaml
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
task: semantic
|
| 2 |
+
batch: 1
|
| 3 |
+
channels: 3
|
| 4 |
+
imgsz:
|
| 5 |
+
- 512
|
| 6 |
+
- 512
|
| 7 |
+
names:
|
| 8 |
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0: road
|
| 9 |
+
1: sidewalk
|
| 10 |
+
2: building
|
| 11 |
+
3: wall
|
| 12 |
+
4: fence
|
| 13 |
+
5: pole
|
| 14 |
+
6: traffic light
|
| 15 |
+
7: traffic sign
|
| 16 |
+
8: vegetation
|
| 17 |
+
9: terrain
|
| 18 |
+
10: sky
|
| 19 |
+
11: person
|
| 20 |
+
12: rider
|
| 21 |
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13: car
|
| 22 |
+
14: truck
|
| 23 |
+
15: bus
|
| 24 |
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16: train
|
| 25 |
+
17: motorcycle
|
| 26 |
+
18: bicycle
|
| 27 |
+
preprocess: letterbox
|
| 28 |
+
coordinates: pixels
|
| 29 |
+
end2end: false
|
| 30 |
+
export_source: model-zoo-inspired-pytorch
|
| 31 |
+
checkpoint: yolo26s-sem.pt
|
| 32 |
+
checkpoint_sha256: bc3e2152329831303de83e1af91d4b57d547e8794de8bb6edb1f2a622d1d5435
|
| 33 |
+
ultralytics: 8.4.184
|
| 34 |
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pytorch: 2.4.0+cu121
|
| 35 |
+
dense_resize: half_pixel
|
| 36 |
+
target_platform: rk3588
|
| 37 |
+
precision: fp16
|
models/semantic/yolo26s-sem/rk3588/fp16/model.rknn
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:267940e081249cc363afc8e4d20fa512f57fc15cbd80cd37744f6b127aa85b7b
|
| 3 |
+
size 13801846
|
models/semantic/yolo26s-sem/rk3588/int8/metadata.yaml
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
task: semantic
|
| 2 |
+
batch: 1
|
| 3 |
+
channels: 3
|
| 4 |
+
imgsz:
|
| 5 |
+
- 512
|
| 6 |
+
- 512
|
| 7 |
+
names:
|
| 8 |
+
0: road
|
| 9 |
+
1: sidewalk
|
| 10 |
+
2: building
|
| 11 |
+
3: wall
|
| 12 |
+
4: fence
|
| 13 |
+
5: pole
|
| 14 |
+
6: traffic light
|
| 15 |
+
7: traffic sign
|
| 16 |
+
8: vegetation
|
| 17 |
+
9: terrain
|
| 18 |
+
10: sky
|
| 19 |
+
11: person
|
| 20 |
+
12: rider
|
| 21 |
+
13: car
|
| 22 |
+
14: truck
|
| 23 |
+
15: bus
|
| 24 |
+
16: train
|
| 25 |
+
17: motorcycle
|
| 26 |
+
18: bicycle
|
| 27 |
+
preprocess: letterbox
|
| 28 |
+
coordinates: pixels
|
| 29 |
+
end2end: false
|
| 30 |
+
export_source: model-zoo-inspired-pytorch
|
| 31 |
+
checkpoint: yolo26s-sem.pt
|
| 32 |
+
checkpoint_sha256: bc3e2152329831303de83e1af91d4b57d547e8794de8bb6edb1f2a622d1d5435
|
| 33 |
+
ultralytics: 8.4.184
|
| 34 |
+
pytorch: 2.4.0+cu121
|
| 35 |
+
dense_resize: half_pixel
|
| 36 |
+
target_platform: rk3588
|
| 37 |
+
precision: int8
|
models/semantic/yolo26s-sem/rk3588/int8/model.rknn
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d65cd662b775a7177bcbab66331c14977517a7a688d34a7a29dd8b8c7e32c546
|
| 3 |
+
size 7440592
|
source/calibration.json
ADDED
|
@@ -0,0 +1,645 @@
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
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|
| 1 |
+
{
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| 2 |
+
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| 3 |
+
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| 11 |
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| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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| 31 |
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| 32 |
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| 96 |
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| 98 |
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| 578 |
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| 598 |
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| 600 |
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|
| 603 |
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| 608 |
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| 611 |
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| 619 |
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| 621 |
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| 622 |
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| 623 |
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| 626 |
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| 628 |
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| 632 |
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| 637 |
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|
| 638 |
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|
| 639 |
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|
| 640 |
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|
| 641 |
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| 642 |
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|
| 643 |
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|
| 644 |
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|
| 645 |
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}
|
source/convert-extended.py
ADDED
|
@@ -0,0 +1,274 @@
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/usr/bin/env python3
|
| 2 |
+
"""Export task heads that have no Model Zoo example and compile them with RKNN."""
|
| 3 |
+
|
| 4 |
+
import argparse
|
| 5 |
+
import hashlib
|
| 6 |
+
import os
|
| 7 |
+
from pathlib import Path
|
| 8 |
+
import sys
|
| 9 |
+
import tempfile
|
| 10 |
+
|
| 11 |
+
|
| 12 |
+
TASKS = {
|
| 13 |
+
"yolov5n-cls": "classify",
|
| 14 |
+
"yolov8n-cls": "classify",
|
| 15 |
+
"yolo11n-cls": "classify",
|
| 16 |
+
}
|
| 17 |
+
YOLO26_TASKS = {"cls": "classify", "seg": "segment", "pose": "pose", "obb": "obb",
|
| 18 |
+
"sem": "semantic", "depth": "depth"}
|
| 19 |
+
TASKS.update({f"{family}{size}-cls": "classify"
|
| 20 |
+
for family in ("yolov5", "yolov8", "yolo11") for size in "sm"})
|
| 21 |
+
TASKS.update({f"yolo26{size}-{suffix}": task
|
| 22 |
+
for size in "nsm" for suffix, task in YOLO26_TASKS.items()})
|
| 23 |
+
SIZES = {"classify": 224, "semantic": 512, "depth": 384}
|
| 24 |
+
CHIPS = ("rk3576", "rk3588")
|
| 25 |
+
IMAGENET_MEAN = (0.485, 0.456, 0.406)
|
| 26 |
+
IMAGENET_STD = (0.229, 0.224, 0.225)
|
| 27 |
+
|
| 28 |
+
|
| 29 |
+
def load_yolov5_classifier(checkpoint, source):
|
| 30 |
+
"""Bake YOLOv5's ImageNet normalization into the input graph."""
|
| 31 |
+
import torch
|
| 32 |
+
|
| 33 |
+
sys.path.insert(0, str(source))
|
| 34 |
+
try:
|
| 35 |
+
from models.experimental import attempt_load
|
| 36 |
+
|
| 37 |
+
classifier = attempt_load(str(checkpoint), device=torch.device("cpu"), fuse=True)
|
| 38 |
+
finally:
|
| 39 |
+
sys.path.pop(0)
|
| 40 |
+
|
| 41 |
+
class NormalizeClassifier(torch.nn.Module):
|
| 42 |
+
def __init__(self, model):
|
| 43 |
+
super().__init__()
|
| 44 |
+
self.model = model
|
| 45 |
+
self.register_buffer("mean", torch.tensor(IMAGENET_MEAN).reshape(1, 3, 1, 1))
|
| 46 |
+
self.register_buffer("std", torch.tensor(IMAGENET_STD).reshape(1, 3, 1, 1))
|
| 47 |
+
|
| 48 |
+
def forward(self, images):
|
| 49 |
+
return self.model((images - self.mean) / self.std).softmax(dim=1)
|
| 50 |
+
|
| 51 |
+
return NormalizeClassifier(classifier).eval(), classifier.names
|
| 52 |
+
|
| 53 |
+
|
| 54 |
+
def split_yolo26(head, task, size):
|
| 55 |
+
"""Expose one-to-one heads before TopK, following the Zoo YOLO26 detection layout."""
|
| 56 |
+
import torch
|
| 57 |
+
from ultralytics.utils.tal import make_anchors
|
| 58 |
+
|
| 59 |
+
def forward(features):
|
| 60 |
+
predictions = head.forward_head(features, **head.one2one)
|
| 61 |
+
anchors, strides = make_anchors(features, head.stride, 0.5)
|
| 62 |
+
head.anchors = anchors.transpose(0, 1)
|
| 63 |
+
head.strides = strides.transpose(0, 1)
|
| 64 |
+
raw_boxes = predictions["boxes"]
|
| 65 |
+
left_top, right_bottom = raw_boxes.split(2, dim=1)
|
| 66 |
+
anchor = head.anchors.unsqueeze(0)
|
| 67 |
+
if task == "obb":
|
| 68 |
+
angle = predictions["angle"]
|
| 69 |
+
offset_x, offset_y = ((right_bottom - left_top) / 2).split(1, dim=1)
|
| 70 |
+
cosine, sine = angle.cos(), angle.sin()
|
| 71 |
+
rotated = torch.cat((offset_x * cosine - offset_y * sine,
|
| 72 |
+
offset_x * sine + offset_y * cosine), dim=1)
|
| 73 |
+
boxes = torch.cat((anchor + rotated, left_top + right_bottom), dim=1)
|
| 74 |
+
else:
|
| 75 |
+
boxes = torch.cat((anchor - left_top, anchor + right_bottom), dim=1)
|
| 76 |
+
|
| 77 |
+
outputs = (predictions["scores"].sigmoid(), boxes * (head.strides / size))
|
| 78 |
+
if task == "segment":
|
| 79 |
+
return (*outputs, predictions["mask_coefficient"], head.proto(features))
|
| 80 |
+
if task == "obb":
|
| 81 |
+
return (*outputs, angle)
|
| 82 |
+
|
| 83 |
+
points = head.kpts_decode(predictions["kpts"]).reshape(1, *head.kpt_shape, -1)
|
| 84 |
+
# Keep visibility and x/y on comparable scales for INT8 quantization.
|
| 85 |
+
points = torch.cat((points[:, :, :2] / size, points[:, :, 2:]), dim=2)
|
| 86 |
+
return (*outputs, points.reshape(1, head.nk, -1))
|
| 87 |
+
|
| 88 |
+
return forward
|
| 89 |
+
|
| 90 |
+
|
| 91 |
+
def export_checkpoint(checkpoint, destination, size, yolov5_source):
|
| 92 |
+
os.environ.setdefault("YOLO_AUTOINSTALL", "false")
|
| 93 |
+
import onnx
|
| 94 |
+
import torch
|
| 95 |
+
import ultralytics
|
| 96 |
+
import yaml
|
| 97 |
+
from ultralytics import YOLO
|
| 98 |
+
|
| 99 |
+
task = TASKS[checkpoint.stem]
|
| 100 |
+
if checkpoint.stem.startswith("yolov5"):
|
| 101 |
+
model, names = load_yolov5_classifier(checkpoint, yolov5_source)
|
| 102 |
+
head = None
|
| 103 |
+
else:
|
| 104 |
+
model = YOLO(str(checkpoint), task=task).model.cpu().float().eval()
|
| 105 |
+
head = model.model[-1]
|
| 106 |
+
names = getattr(model, "names", None) or {0: "depth"}
|
| 107 |
+
split = task in {"segment", "pose", "obb"}
|
| 108 |
+
if split:
|
| 109 |
+
if head.reg_max != 1 or getattr(head, "one2one_cv2", None) is None:
|
| 110 |
+
raise ValueError("Expected a DFL-free, one-to-one YOLO26 head")
|
| 111 |
+
# Fusion removes whichever trained branch is inactive.
|
| 112 |
+
head.end2end = True
|
| 113 |
+
if head is not None:
|
| 114 |
+
model.fuse(verbose=False)
|
| 115 |
+
with checkpoint.open("rb") as file:
|
| 116 |
+
digest = hashlib.file_digest(file, "sha256").hexdigest()
|
| 117 |
+
metadata = {
|
| 118 |
+
"task": task,
|
| 119 |
+
"batch": 1,
|
| 120 |
+
"channels": 3,
|
| 121 |
+
"imgsz": [size, size],
|
| 122 |
+
"names": names,
|
| 123 |
+
"preprocess": "center_crop" if task == "classify" else "letterbox",
|
| 124 |
+
"coordinates": "pixels",
|
| 125 |
+
"end2end": False,
|
| 126 |
+
"export_source": "model-zoo-inspired-pytorch",
|
| 127 |
+
"checkpoint": checkpoint.name,
|
| 128 |
+
"checkpoint_sha256": digest,
|
| 129 |
+
"ultralytics": ultralytics.__version__,
|
| 130 |
+
"pytorch": str(torch.__version__),
|
| 131 |
+
}
|
| 132 |
+
if split:
|
| 133 |
+
head.export = True
|
| 134 |
+
head.forward = split_yolo26(head, task, size)
|
| 135 |
+
metadata.update(coordinates="normalized", end2end=True)
|
| 136 |
+
output_names = ["Sigmoid_scores", "boxes"]
|
| 137 |
+
if task == "segment":
|
| 138 |
+
output_names.extend(("mask_coefficients", "prototypes"))
|
| 139 |
+
elif task == "pose":
|
| 140 |
+
output_names.append("keypoints")
|
| 141 |
+
metadata["kpt_shape"] = list(head.kpt_shape)
|
| 142 |
+
else:
|
| 143 |
+
output_names.append("angle")
|
| 144 |
+
elif task == "classify":
|
| 145 |
+
if head is not None:
|
| 146 |
+
head.export = True
|
| 147 |
+
else:
|
| 148 |
+
metadata["checkpoint_source"] = (
|
| 149 |
+
f"https://github.com/ultralytics/yolov5/releases/download/v7.0/{checkpoint.name}"
|
| 150 |
+
)
|
| 151 |
+
metadata["normalization"] = "ImageNet mean/std baked into ONNX"
|
| 152 |
+
output_names = ["probabilities"]
|
| 153 |
+
else:
|
| 154 |
+
# Evaluation mode emits the native grid before terminal full-image resize.
|
| 155 |
+
head.export = False
|
| 156 |
+
metadata["dense_resize"] = "half_pixel" if task == "semantic" else "align_corners"
|
| 157 |
+
output_names = ["logits" if task == "semantic" else "depth"]
|
| 158 |
+
|
| 159 |
+
image = torch.zeros(1, 3, size, size)
|
| 160 |
+
with torch.inference_mode():
|
| 161 |
+
expected = model(image)
|
| 162 |
+
tensors = expected if isinstance(expected, tuple) else (expected,)
|
| 163 |
+
if len(tensors) != len(output_names) or not all(torch.is_tensor(x) for x in tensors):
|
| 164 |
+
raise ValueError("Unexpected output contract from checkpoint head")
|
| 165 |
+
for name, tensor in zip(output_names, tensors):
|
| 166 |
+
print(f"{name}: {tuple(tensor.shape)}")
|
| 167 |
+
torch.onnx.export(model, image, str(destination / "model.onnx"), opset_version=13,
|
| 168 |
+
input_names=["images"], output_names=output_names,
|
| 169 |
+
dynamo=False, do_constant_folding=True)
|
| 170 |
+
|
| 171 |
+
graph = onnx.load(destination / "model.onnx")
|
| 172 |
+
onnx.checker.check_model(graph)
|
| 173 |
+
(destination / "metadata.yaml").write_text(yaml.safe_dump(metadata, sort_keys=False))
|
| 174 |
+
|
| 175 |
+
|
| 176 |
+
def compile_graph(source, destination, chip, precision, dataset):
|
| 177 |
+
import yaml
|
| 178 |
+
from rknn.api import RKNN
|
| 179 |
+
|
| 180 |
+
metadata = yaml.safe_load((source / "metadata.yaml").read_text())
|
| 181 |
+
metadata.update(target_platform=chip, precision="int8" if precision == "i8" else "fp16")
|
| 182 |
+
|
| 183 |
+
def check(code, step):
|
| 184 |
+
if code != 0:
|
| 185 |
+
raise RuntimeError(f"RKNN {step} failed ({code})")
|
| 186 |
+
|
| 187 |
+
toolkit = RKNN(verbose=False)
|
| 188 |
+
try:
|
| 189 |
+
check(toolkit.config(mean_values=[[0, 0, 0]], std_values=[[255, 255, 255]],
|
| 190 |
+
target_platform=chip), "config")
|
| 191 |
+
check(toolkit.load_onnx(model=str(source / "model.onnx")), "load ONNX")
|
| 192 |
+
with tempfile.TemporaryDirectory(prefix="nvr-calibration-") as directory:
|
| 193 |
+
if precision == "i8" and metadata["checkpoint"].startswith("yolov5"):
|
| 194 |
+
dataset = center_crop_calibration(dataset, Path(directory), metadata["imgsz"][0])
|
| 195 |
+
check(toolkit.build(do_quantization=precision == "i8",
|
| 196 |
+
dataset=str(dataset) if dataset else None), "build")
|
| 197 |
+
check(toolkit.export_rknn(str(destination / "model.rknn")), "export")
|
| 198 |
+
finally:
|
| 199 |
+
toolkit.release()
|
| 200 |
+
(destination / "metadata.yaml").write_text(yaml.safe_dump(metadata, sort_keys=False))
|
| 201 |
+
|
| 202 |
+
|
| 203 |
+
def center_crop_calibration(dataset, directory, size):
|
| 204 |
+
"""Use the same square crop and linear resize as YOLOv5 classify/predict.py."""
|
| 205 |
+
import cv2
|
| 206 |
+
|
| 207 |
+
paths = []
|
| 208 |
+
for index, line in enumerate(dataset.read_text().splitlines()):
|
| 209 |
+
if not line.strip():
|
| 210 |
+
continue
|
| 211 |
+
source = dataset.parent / line.strip()
|
| 212 |
+
image = cv2.imread(str(source), cv2.IMREAD_COLOR)
|
| 213 |
+
if image is None:
|
| 214 |
+
raise ValueError(f"Cannot read calibration image: {source}")
|
| 215 |
+
height, width = image.shape[:2]
|
| 216 |
+
side = min(height, width)
|
| 217 |
+
top, left = (height - side) // 2, (width - side) // 2
|
| 218 |
+
image = cv2.resize(image[top:top + side, left:left + side], (size, size))
|
| 219 |
+
output = directory / f"{index:04}.png"
|
| 220 |
+
if not cv2.imwrite(str(output), image):
|
| 221 |
+
raise RuntimeError(f"Cannot write calibration image: {output}")
|
| 222 |
+
paths.append(str(output))
|
| 223 |
+
cropped = directory / "images.txt"
|
| 224 |
+
cropped.write_text("\n".join(paths) + "\n")
|
| 225 |
+
return cropped
|
| 226 |
+
|
| 227 |
+
|
| 228 |
+
def main():
|
| 229 |
+
parser = argparse.ArgumentParser(description=__doc__)
|
| 230 |
+
commands = parser.add_subparsers(dest="command", required=True)
|
| 231 |
+
export = commands.add_parser("export", help="Export one original checkpoint to ONNX")
|
| 232 |
+
export.add_argument("checkpoint", type=Path)
|
| 233 |
+
export.add_argument("output", type=Path, help="New directory for the ONNX and metadata")
|
| 234 |
+
export.add_argument("--imgsz", type=int, help="Override the square input size")
|
| 235 |
+
export.add_argument("--yolov5-source", type=Path, help="YOLOv5 v7.0 source checkout")
|
| 236 |
+
compile_parser = commands.add_parser("compile", help="Build one RKNN from an exported directory")
|
| 237 |
+
compile_parser.add_argument("onnx_directory", type=Path)
|
| 238 |
+
compile_parser.add_argument("output", type=Path, help="New directory for the RKNN and metadata")
|
| 239 |
+
compile_parser.add_argument("--chip", required=True, choices=CHIPS)
|
| 240 |
+
compile_parser.add_argument("--precision", required=True, choices=("fp", "i8"))
|
| 241 |
+
compile_parser.add_argument("--dataset", type=Path, help="RKNN calibration image list")
|
| 242 |
+
args = parser.parse_args()
|
| 243 |
+
|
| 244 |
+
destination = args.output.resolve()
|
| 245 |
+
if destination.exists():
|
| 246 |
+
parser.error(f"Output already exists: {destination}")
|
| 247 |
+
destination.parent.mkdir(parents=True, exist_ok=True)
|
| 248 |
+
with tempfile.TemporaryDirectory(prefix=".convert-", dir=destination.parent) as directory:
|
| 249 |
+
work = Path(directory) / "output"
|
| 250 |
+
work.mkdir()
|
| 251 |
+
if args.command == "export":
|
| 252 |
+
checkpoint = args.checkpoint.resolve()
|
| 253 |
+
if not checkpoint.is_file() or checkpoint.stem not in TASKS:
|
| 254 |
+
parser.error("Provide one of these local checkpoints: " + ", ".join(TASKS))
|
| 255 |
+
size = args.imgsz or SIZES.get(TASKS[checkpoint.stem], 640)
|
| 256 |
+
if size < 32 or size > 4096 or size % 32:
|
| 257 |
+
parser.error("--imgsz must be a multiple of 32 from 32 to 4096")
|
| 258 |
+
yolov5_source = args.yolov5_source.resolve() if args.yolov5_source else None
|
| 259 |
+
if checkpoint.stem.startswith("yolov5") and (
|
| 260 |
+
yolov5_source is None or not (yolov5_source / "models/experimental.py").is_file()
|
| 261 |
+
):
|
| 262 |
+
parser.error("YOLOv5 classification requires a --yolov5-source v7.0 checkout")
|
| 263 |
+
export_checkpoint(checkpoint, work, size, yolov5_source)
|
| 264 |
+
else:
|
| 265 |
+
dataset = args.dataset.resolve() if args.dataset else None
|
| 266 |
+
if args.precision == "i8" and (dataset is None or not dataset.is_file()):
|
| 267 |
+
parser.error("INT8 requires an existing --dataset image list")
|
| 268 |
+
compile_graph(args.onnx_directory.resolve(), work, args.chip, args.precision, dataset)
|
| 269 |
+
work.rename(destination)
|
| 270 |
+
print(destination)
|
| 271 |
+
|
| 272 |
+
|
| 273 |
+
if __name__ == "__main__":
|
| 274 |
+
main()
|
source/weights.json
ADDED
|
@@ -0,0 +1,200 @@
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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| 1 |
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| 2 |
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| 3 |
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