Janebek commited on
Commit
e534e1a
·
verified ·
1 Parent(s): 7b4c3c5

Release AdaDexTrack replay and BC tracker resources

Browse files
README.md CHANGED
@@ -1,3 +1,107 @@
1
  ---
2
- license: cc-by-nc-4.0
 
 
 
 
 
 
 
 
 
 
 
 
3
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
+ pretty_name: AdaDexTrack
3
+ license: other
4
+ license_name: component-specific-terms
5
+ license_link: https://huggingface.co/datasets/Janebek/AdaDexTrack/blob/main/RESOURCE_LICENSES.md
6
+ tags:
7
+ - robotics
8
+ - dexterous-manipulation
9
+ - motion-tracking
10
+ - 3d
11
+ language:
12
+ - en
13
+ size_categories:
14
+ - 1K<n<10K
15
  ---
16
+
17
+ # AdaDexTrack resources
18
+
19
+ Resources for **AdaDexTrack: Dynamic Modulation for Adaptive and Generalizable
20
+ Dexterous Manipulation Tracking**, CVPR 2026.
21
+
22
+ [Code and instructions](https://github.com/Janebek/AdaDexTrack) ·
23
+ [Project website](https://janebek.github.io/AdaDexTrack/) ·
24
+ [Paper](https://openaccess.thecvf.com/content/CVPR2026/papers/Adalibieke_AdaDexTrack_Dynamic_Modulation_for_Adaptive_and_Generalizable_Dexterous_Manipulation_Tracking_CVPR_2026_paper.pdf)
25
+
26
+ ## Files
27
+
28
+ | File | Restored paths | Contents |
29
+ |---|---|---|
30
+ | `assets.tar.gz` | `assets/` | Object meshes and URDFs, xArm/LEAP robot model, floor texture, object latents |
31
+ | `references.tar.gz` | `data/adadextrack_full/` | All 2,765 reference motions, manifests, semantic groups, split lists and provenance |
32
+ | `bc_tracker.pth` | `checkpoints/bc_tracker.pth` | Pretrained unseen-trajectory BC tracker, 273 observations and 22 actions |
33
+ | `release.json` | Download metadata | Archive and per-file SHA256 checksums, sizes and coverage |
34
+
35
+ The corpus contains **2,765 motions, 50 objects, 444 semantic groups**, with 300
36
+ frames per motion. Reference IDs are `0–2764`; group IDs are `0–443`.
37
+ Each motion is stored once and shared by both experimental partitions.
38
+
39
+ | Partition | Train | Test |
40
+ |---|---:|---:|
41
+ | Unseen trajectory | 2,212 | 553 |
42
+ | Unseen object | 2,520 | 245 |
43
+
44
+ This package contains the full corpus, without height, checkpoint-success or
45
+ accuracy filtering. References were generated with DiffH2O and retargeted to the
46
+ robot. Their dictionaries contain object poses, robot joint states and link
47
+ transforms. Position units are meters, angles are radians and quaternions are xyzw.
48
+ The original NumPy dictionaries use pickle serialization; the project loader
49
+ reads these project resource files with `allow_pickle=True`.
50
+
51
+ The released BC tracker corresponds to the unseen-trajectory training split.
52
+ It is also intended as the frozen tracker for future modulator training.
53
+ Unseen-object tracker, semantic specialist and modulator checkpoints are not
54
+ included in this resource release.
55
+
56
+ ## Download
57
+
58
+ From the code repository root, in the configured Python environment:
59
+
60
+ ```bash
61
+ pip install 'huggingface_hub>=0.13.4'
62
+ python scripts/download_resources.py
63
+ ```
64
+
65
+ The downloader resolves one Hub commit, verifies the archive and individual-file
66
+ checksums, and restores the paths above. It preserves identical installed files
67
+ and fails on conflicting local files. For a reproducible version, pass
68
+ `--revision <full Hub commit hash>`.
69
+
70
+ To download only the meshes, robot models, textures and object latents:
71
+
72
+ ```bash
73
+ python scripts/download_resources.py --components assets
74
+ ```
75
+
76
+ For manual installation, extract both `.tar.gz` archives into the **code
77
+ repository root** and put `bc_tracker.pth` in `checkpoints/`. Archives already
78
+ include their top-level `assets/` and `data/adadextrack_full/` paths.
79
+ Isaac Gym Preview 4 must be obtained and installed separately.
80
+
81
+ ## Resource terms
82
+
83
+ There is **no single blanket license over this mixed resource bundle**.
84
+ The code repository's BSD license does not replace third-party asset terms.
85
+ See [RESOURCE_LICENSES.md](RESOURCE_LICENSES.md) for source information and
86
+ restrictions, and `notices/` for the retained available license files.
87
+
88
+ In particular, GRAB's published terms include noncommercial-use and
89
+ redistribution restrictions. Including files here does not grant additional
90
+ rights or establish permission from the original rightsholders. Generated
91
+ references and trained weights are distinct resources; no blanket relicensing
92
+ of third-party material is asserted.
93
+
94
+ ## Evaluation
95
+
96
+ The code uses L2 position errors, quaternion angular errors and 16-finger-joint
97
+ MAE over all 300 frames. Initial object XY/yaw perturbations are disabled.
98
+ See the code repository for the exact Mean-error and Completion definitions.
99
+
100
+ ```bibtex
101
+ @InProceedings{Adalibieke_2026_CVPR,
102
+ author = {Adalibieke, Jianibieke and Han, Qianwei and Liu, Xueyi and Qin, Yuzhe and Yi, Li},
103
+ title = {AdaDexTrack: Dynamic Modulation for Adaptive and Generalizable Dexterous Manipulation Tracking},
104
+ booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
105
+ year = {2026}
106
+ }
107
+ ```
RESOURCE_LICENSES.md ADDED
@@ -0,0 +1,39 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Resource sources and terms
2
+
3
+ This file records sources and retained terms. It does not supply missing
4
+ redistribution permission or grant a new license over third-party resources.
5
+ The Hugging Face `license: other` metadata describes this component-specific
6
+ arrangement; it is not an alternative to the original licenses.
7
+
8
+ | Component | Source | Terms and attribution |
9
+ |---|---|---|
10
+ | GRAB object meshes and their converted visual/collision files | https://grab.is.tue.mpg.de/ | Original terms apply: https://grab.is.tue.mpg.de/license.html |
11
+ | xArm model and combined xArm/LEAP description | https://github.com/xArm-Developer/xarm_ros | Retain source notices; no new license over upstream material is granted here |
12
+ | LEAP hand model | https://leaphand.com/ | Available source notice copied to `notices/LEAP_HAND_LICENSE.txt` |
13
+ | IsaacGymEnvs-derived assets/utilities | https://github.com/isaac-sim/IsaacGymEnvs | Retained NVIDIA BSD notice in `notices/ISAACGYMENVS_LICENSE.txt`; the SDK itself is not included |
14
+ | Object latents | Mesh-conditioned representations used by AdaDexTrack | Mesh and encoder provenance remain relevant; no blanket third-party relicensing is asserted |
15
+ | Generated robot references | DiffH2O generation followed by robot retargeting | Generator source: https://github.com/facebookresearch/diffh2o; its code and dependent datasets retain their respective terms |
16
+ | BC tracker checkpoint | AdaDexTrack training | Trained weights are provided as a separate artifact; the code license does not itself determine the terms of all training resources |
17
+
18
+ GRAB's published terms explicitly include 3D meshes and prohibit making its
19
+ Data & Software available to third parties without prior written permission;
20
+ they also contain a No Distribution provision. These restrictions remain
21
+ applicable. Public availability of an archive does not replace that permission.
22
+
23
+ GRAB cites ContactDB for object resources. ContactDB's original-model provenance
24
+ sheet lists different terms for individual original models:
25
+ https://docs.google.com/spreadsheets/d/1v1BqZJOKQ0chPYkBFVJvfToLU7KWs-2RRb2tsJ5IDP8/edit.
26
+ An original-model license must not be assumed to cover a processed model from a
27
+ different distribution without verifying its provenance and terms.
28
+
29
+ References in this package are identified by the authors as generated motions,
30
+ not a direct release of the original GRAB human-motion dataset. The dictionaries
31
+ contain robot/object transforms rather than mesh vertices. This distinction
32
+ alone does not establish a particular license for generated outputs. Sampling
33
+ conditions and dependent model/data terms have not been audited per generation
34
+ run in this release-preparation process.
35
+
36
+ The source and rights review is not a statement that every file has received
37
+ separate redistribution permission. No blanket CC BY-NC or BSD license is
38
+ assigned to the entire bundle. Questions about additional permissions should be
39
+ resolved with the relevant rightsholders.
assets.tar.gz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:36b3579fe315f9b4216927a3ab8321bba0bd01dd4ba9edee47e4cf3ddda63add
3
+ size 60751573
bc_tracker.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b4e918e91c1c974b945725b469354662b25924abf4d744e3805299864a980c33
3
+ size 196865446
notices/ISAACGYMENVS_LICENSE.txt ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ BSD 3-Clause License
2
+
3
+ Copyright (c) 2018-2023, NVIDIA Corporation
4
+ All rights reserved.
5
+
6
+ Redistribution and use in source and binary forms, with or without
7
+ modification, are permitted provided that the following conditions are met:
8
+
9
+ 1. Redistributions of source code must retain the above copyright notice, this
10
+ list of conditions and the following disclaimer.
11
+
12
+ 2. Redistributions in binary form must reproduce the above copyright notice,
13
+ this list of conditions and the following disclaimer in the documentation
14
+ and/or other materials provided with the distribution.
15
+
16
+ 3. Neither the name of the copyright holder nor the names of its
17
+ contributors may be used to endorse or promote products derived from
18
+ this software without specific prior written permission.
19
+
20
+ THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
21
+ AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
22
+ IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
23
+ DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
24
+ FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
25
+ DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
26
+ SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
27
+ CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
28
+ OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
29
+ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
30
+
31
+ See assets/licenses for license information for assets included in this repository
notices/LEAP_HAND_LICENSE.txt ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Copyright 2023 Ananye Agarwal
2
+
3
+ Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
4
+
5
+ The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
6
+
7
+ THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
8
+
9
+ The model files we obtained from the previously mentioned source underwent
10
+ significant modifications before we could use them. These modifications
11
+ included changes to the meshes and the URDF file itself.
12
+
13
+ The model files we obtained from the previously mentioned source underwent significant modifications by dex_urdf authors.
14
+ These modifications included changes to the meshes and the URDF file itself.
notices/RL_GAMES_LICENSE.txt ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ MIT License
2
+
3
+ Copyright (c) 2019 Denys88
4
+
5
+ Permission is hereby granted, free of charge, to any person obtaining a copy
6
+ of this software and associated documentation files (the "Software"), to deal
7
+ in the Software without restriction, including without limitation the rights
8
+ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
9
+ copies of the Software, and to permit persons to whom the Software is
10
+ furnished to do so, subject to the following conditions:
11
+
12
+ The above copyright notice and this permission notice shall be included in all
13
+ copies or substantial portions of the Software.
14
+
15
+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16
+ IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17
+ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18
+ AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19
+ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20
+ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21
+ SOFTWARE.
references.tar.gz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1019dc039f0f7f6839b76e99600ec6966cc826813007d24bee2d621ba3fed89e
3
+ size 510105990
release.json ADDED
The diff for this file is too large to render. See raw diff