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per class AP
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PINTO0309 authored Dec 3, 2023
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Expand Up @@ -87,6 +87,14 @@ Lightweight human detection model generated using a high-quality human dataset.
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.365
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.632
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.729
per class AP:
| class | AP | class | AP | class | AP |
|:--------|:-------|:--------|:-------|:--------|:-------|
| body | 40.246 | head | 48.986 | hand | 33.368 |
per class AR:
| class | AR | class | AR | class | AR |
|:--------|:-------|:--------|:-------|:--------|:-------|
| body | 47.787 | head | 53.635 | hand | 43.406 |
```
- Body-Head-Hand - Tiny
Expand All @@ -103,6 +111,14 @@ Lightweight human detection model generated using a high-quality human dataset.
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.395
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.662
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759
per class AP:
| class | AP | class | AP | class | AP |
|:--------|:-------|:--------|:-------|:--------|:-------|
| body | 45.713 | head | 51.339 | hand | 38.687 |
per class AR:
| class | AR | class | AR | class | AR |
|:--------|:-------|:--------|:-------|:--------|:-------|
| body | 52.068 | head | 55.533 | hand | 46.514 |
```
- Body-Head-Hand - S
Expand All @@ -119,6 +135,14 @@ Lightweight human detection model generated using a high-quality human dataset.
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.425
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.726
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.836
per class AP:
| class | AP | class | AP | class | AP |
|:--------|:-------|:--------|:-------|:--------|:-------|
| body | 51.932 | head | 54.617 | hand | 42.914 |
per class AR:
| class | AR | class | AR | class | AR |
|:--------|:-------|:--------|:-------|:--------|:-------|
| body | 57.897 | head | 58.626 | hand | 50.448 |
```
- Body-Head-Hand - M
Expand All @@ -135,6 +159,14 @@ Lightweight human detection model generated using a high-quality human dataset.
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.437
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.751
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.885
per class AP:
| class | AP | class | AP | class | AP |
|:--------|:-------|:--------|:-------|:--------|:-------|
| body | 55.937 | head | 55.622 | hand | 46.220 |
per class AR:
| class | AR | class | AR | class | AR |
|:--------|:-------|:--------|:-------|:--------|:-------|
| body | 61.114 | head | 59.494 | hand | 52.181 |
```
- Post-Process
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