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yolov8-seg

Image Segmentation
LiteRT
ONNX
edgefirst
edge-ai
npu
int8
yolo
nxp
hailo
jetson
embedded
Eval Results (legacy)
Model card Files
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sebastientaylor commited on
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Update model card for yolov8-seg

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  1. README.md +6 -0
README.md CHANGED
@@ -114,6 +114,8 @@ Row conventions in the table below:
114
  | Nano | NXP i.MX 8M Plus + VeriSilicon NPU (FRDM) | 48.83% | 27.59% | -1.55 | 79.61 | 199.44 | 10.6 | ~12 | [v-8d7](https://edgefirst.studio/public/validation/v-8d7/details?mode=charts) |
115
  | Nano | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) — latency | 37.94% | 21.74% | -7.40 ⚠ | 83.28 | 135.65 | 10.5 | ~12 | [v-c84](https://edgefirst.studio/public/validation/v-c84/details?mode=charts) |
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  | Nano | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) — throughput | 48.83% | 27.59% | -1.55 | 79.26 | 217.40 | 10.4 | ~12 | [v-c83](https://edgefirst.studio/public/validation/v-c83/details?mode=charts) |
 
 
117
  | Nano | NXP i.MX 95 + eIQ Neutron NPU (FRDM) — latency | 48.87% | 27.63% | -1.51 | 20.62 | 116.40 | 20.8 | ~13 | [v-8cf](https://edgefirst.studio/public/validation/v-8cf/details?mode=charts) |
118
  | Nano | NXP i.MX 95 + eIQ Neutron NPU (FRDM) — throughput | 38.09% | 21.84% | -7.30 ⚠ | 93.69 | 139.74 | 39.9 | ~40 | [v-8ce](https://edgefirst.studio/public/validation/v-8ce/details?mode=charts) |
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  | Nano | NXP i.MX 95 + eIQ Neutron NPU (Phytec) — throughput | 48.87% | 27.63% | -1.51 | 24.83 | 166.24 | 23.7 | ~24 | [v-8a8](https://edgefirst.studio/public/validation/v-8a8/details?mode=charts) |
@@ -138,6 +140,8 @@ Row conventions in the table below:
138
  | Small | NXP i.MX 8M Plus + VeriSilicon NPU (FRDM) | 58.45% | 33.86% | -0.97 | 147.05 | 226.42 | 6.3 | ~7 | [v-972](https://edgefirst.studio/public/validation/v-972/details?mode=charts) |
139
  | Small | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) — latency | 45.39% | 26.94% | -7.89 ⚠ | 151.70 | 203.35 | 6.1 | ~7 | [v-c93](https://edgefirst.studio/public/validation/v-c93/details?mode=charts) |
140
  | Small | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) — throughput | 58.45% | 33.86% | -0.97 | 146.93 | 239.32 | 6.3 | ~7 | [v-c92](https://edgefirst.studio/public/validation/v-c92/details?mode=charts) |
 
 
141
  | Small | NXP i.MX 95 + eIQ Neutron NPU (FRDM) — latency | 58.42% | 33.76% | -1.07 | 51.16 | 112.09 | 18.3 | ~19 | [v-941](https://edgefirst.studio/public/validation/v-941/details?mode=charts) |
142
  | Small | NXP i.MX 95 + eIQ Neutron NPU (FRDM) — throughput | 58.42% | 33.76% | -1.07 | 194.35 | 262.79 | 19.8 | ~20 | [v-943](https://edgefirst.studio/public/validation/v-943/details?mode=charts) |
143
  | Small | NXP i.MX 95 + eIQ Neutron NPU (Phytec) — throughput | 58.42% | 33.76% | -1.07 | 185.95 | 245.69 | 20.8 | ~21 | [v-8fd](https://edgefirst.studio/public/validation/v-8fd/details?mode=charts) |
@@ -162,6 +166,8 @@ Row conventions in the table below:
162
  | Medium | NXP i.MX 8M Plus + VeriSilicon NPU (FRDM) | 62.77% | 36.63% | -1.52 | 267.65 | 343.19 | 3.6 | ~4 | [v-9a8](https://edgefirst.studio/public/validation/v-9a8/details?mode=charts) |
163
  | Medium | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) — latency | 46.05% | 27.68% | -10.47 ⚠ | 276.12 | 327.36 | 3.5 | ~4 | [v-ca7](https://edgefirst.studio/public/validation/v-ca7/details?mode=charts) |
164
  | Medium | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) — throughput | 62.77% | 36.63% | -1.52 | 270.51 | 363.03 | 3.6 | ~4 | [v-ca6](https://edgefirst.studio/public/validation/v-ca6/details?mode=charts) |
 
 
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  | Medium | NXP i.MX 95 + eIQ Neutron NPU (FRDM) — latency | 62.66% | 36.61% | -1.54 | 127.25 | 177.98 | 7.6 | ~8 | [v-98f](https://edgefirst.studio/public/validation/v-98f/details?mode=charts) |
166
  | Medium | NXP i.MX 95 + eIQ Neutron NPU (FRDM) — throughput | 62.66% | 36.61% | -1.54 | 495.23 | 548.82 | 8.0 | ~8 | [v-991](https://edgefirst.studio/public/validation/v-991/details?mode=charts) |
167
  | Medium | NXP i.MX 95 + eIQ Neutron NPU (Phytec) — throughput | 62.66% | 36.61% | -1.54 | 484.09 | 531.70 | 8.2 | ~8 | [v-959](https://edgefirst.studio/public/validation/v-959/details?mode=charts) |
 
114
  | Nano | NXP i.MX 8M Plus + VeriSilicon NPU (FRDM) | 48.83% | 27.59% | -1.55 | 79.61 | 199.44 | 10.6 | ~12 | [v-8d7](https://edgefirst.studio/public/validation/v-8d7/details?mode=charts) |
115
  | Nano | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) — latency | 37.94% | 21.74% | -7.40 ⚠ | 83.28 | 135.65 | 10.5 | ~12 | [v-c84](https://edgefirst.studio/public/validation/v-c84/details?mode=charts) |
116
  | Nano | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) — throughput | 48.83% | 27.59% | -1.55 | 79.26 | 217.40 | 10.4 | ~12 | [v-c83](https://edgefirst.studio/public/validation/v-c83/details?mode=charts) |
117
+ | Nano | NXP i.MX 95 + eIQ Neutron NPU — latency | 49.63% | 27.97% | -1.17 | 20.09 | 117.97 | 22.2 | ~14 | [v-e32](https://edgefirst.studio/public/validation/v-e32/details?mode=charts) |
118
+ | Nano | NXP i.MX 95 + eIQ Neutron NPU — throughput | 49.62% | 27.97% | -1.17 | 24.58 | 186.87 | 23.6 | ~24 | [v-e33](https://edgefirst.studio/public/validation/v-e33/details?mode=charts) |
119
  | Nano | NXP i.MX 95 + eIQ Neutron NPU (FRDM) — latency | 48.87% | 27.63% | -1.51 | 20.62 | 116.40 | 20.8 | ~13 | [v-8cf](https://edgefirst.studio/public/validation/v-8cf/details?mode=charts) |
120
  | Nano | NXP i.MX 95 + eIQ Neutron NPU (FRDM) — throughput | 38.09% | 21.84% | -7.30 ⚠ | 93.69 | 139.74 | 39.9 | ~40 | [v-8ce](https://edgefirst.studio/public/validation/v-8ce/details?mode=charts) |
121
  | Nano | NXP i.MX 95 + eIQ Neutron NPU (Phytec) — throughput | 48.87% | 27.63% | -1.51 | 24.83 | 166.24 | 23.7 | ~24 | [v-8a8](https://edgefirst.studio/public/validation/v-8a8/details?mode=charts) |
 
140
  | Small | NXP i.MX 8M Plus + VeriSilicon NPU (FRDM) | 58.45% | 33.86% | -0.97 | 147.05 | 226.42 | 6.3 | ~7 | [v-972](https://edgefirst.studio/public/validation/v-972/details?mode=charts) |
141
  | Small | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) — latency | 45.39% | 26.94% | -7.89 ⚠ | 151.70 | 203.35 | 6.1 | ~7 | [v-c93](https://edgefirst.studio/public/validation/v-c93/details?mode=charts) |
142
  | Small | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) — throughput | 58.45% | 33.86% | -0.97 | 146.93 | 239.32 | 6.3 | ~7 | [v-c92](https://edgefirst.studio/public/validation/v-c92/details?mode=charts) |
143
+ | Small | NXP i.MX 95 + eIQ Neutron NPU — latency | 59.07% | 34.06% | -0.77 | 49.66 | 101.69 | 19.2 | ~19 | [v-e36](https://edgefirst.studio/public/validation/v-e36/details?mode=charts) |
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+ | Small | NXP i.MX 95 + eIQ Neutron NPU — throughput | 59.07% | 34.06% | -0.77 | 377.59 | 436.63 | 20.9 | ~21 | [v-e37](https://edgefirst.studio/public/validation/v-e37/details?mode=charts) |
145
  | Small | NXP i.MX 95 + eIQ Neutron NPU (FRDM) — latency | 58.42% | 33.76% | -1.07 | 51.16 | 112.09 | 18.3 | ~19 | [v-941](https://edgefirst.studio/public/validation/v-941/details?mode=charts) |
146
  | Small | NXP i.MX 95 + eIQ Neutron NPU (FRDM) — throughput | 58.42% | 33.76% | -1.07 | 194.35 | 262.79 | 19.8 | ~20 | [v-943](https://edgefirst.studio/public/validation/v-943/details?mode=charts) |
147
  | Small | NXP i.MX 95 + eIQ Neutron NPU (Phytec) — throughput | 58.42% | 33.76% | -1.07 | 185.95 | 245.69 | 20.8 | ~21 | [v-8fd](https://edgefirst.studio/public/validation/v-8fd/details?mode=charts) |
 
166
  | Medium | NXP i.MX 8M Plus + VeriSilicon NPU (FRDM) | 62.77% | 36.63% | -1.52 | 267.65 | 343.19 | 3.6 | ~4 | [v-9a8](https://edgefirst.studio/public/validation/v-9a8/details?mode=charts) |
167
  | Medium | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) — latency | 46.05% | 27.68% | -10.47 ⚠ | 276.12 | 327.36 | 3.5 | ~4 | [v-ca7](https://edgefirst.studio/public/validation/v-ca7/details?mode=charts) |
168
  | Medium | NXP i.MX 8M Plus + VeriSilicon NPU (Verdin) — throughput | 62.77% | 36.63% | -1.52 | 270.51 | 363.03 | 3.6 | ~4 | [v-ca6](https://edgefirst.studio/public/validation/v-ca6/details?mode=charts) |
169
+ | Medium | NXP i.MX 95 + eIQ Neutron NPU — latency | 64.23% | 37.49% | -0.66 | 125.91 | 186.36 | 7.8 | ~8 | [v-e43](https://edgefirst.studio/public/validation/v-e43/details?mode=charts) |
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+ | Medium | NXP i.MX 95 + eIQ Neutron NPU — throughput | 64.22% | 37.49% | -0.66 | 986.97 | 1045.73 | 8.1 | ~8 | [v-e44](https://edgefirst.studio/public/validation/v-e44/details?mode=charts) |
171
  | Medium | NXP i.MX 95 + eIQ Neutron NPU (FRDM) — latency | 62.66% | 36.61% | -1.54 | 127.25 | 177.98 | 7.6 | ~8 | [v-98f](https://edgefirst.studio/public/validation/v-98f/details?mode=charts) |
172
  | Medium | NXP i.MX 95 + eIQ Neutron NPU (FRDM) — throughput | 62.66% | 36.61% | -1.54 | 495.23 | 548.82 | 8.0 | ~8 | [v-991](https://edgefirst.studio/public/validation/v-991/details?mode=charts) |
173
  | Medium | NXP i.MX 95 + eIQ Neutron NPU (Phytec) — throughput | 62.66% | 36.61% | -1.54 | 484.09 | 531.70 | 8.2 | ~8 | [v-959](https://edgefirst.studio/public/validation/v-959/details?mode=charts) |