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update readme
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cir7 committed Feb 21, 2023
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6 changes: 3 additions & 3 deletions configs/recognition/tpn/README.md
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Expand Up @@ -27,9 +27,9 @@ Visual tempo characterizes the dynamics and the temporal scale of an action. Mod

### Something-Something V1

| frame sampling strategy | resolution | gpus | backbone | pretrain | top1 acc | top5 acc | reference top1 acc | reference top5 acc | testing protocol | inference time(video/s) | gpu_mem(M) | config | ckpt | log |
| :---------------------: | :--------: | :--: | :------: | :------: | :------: | :------: | :----------------: | :----------------: | :--------------: | :---------------------: | :--------: | :---------------: | :-------------: | :------------: |
| 1x1x8 | height 100 | 8x6 | ResNet50 | TSM | 48.98 | 78.91 | x | x | 8 clips x 3 crop | x | 8828 | [config](/configs/recognition/tpn/tpn-tsm_imagenet-pretrained-r50_8xb8-1x1x8-150e_sthv1-rgb.py) | [ckpt](https://download.openmmlab.com/mmaction/v1.0/recognition/tpn/tpn-tsm_imagenet-pretrained-r50_8xb8-1x1x8-150e_sthv1-rgb/tpn-tsm_imagenet-pretrained-r50_8xb8-1x1x8-150e_sthv1-rgb_20220913-d2f5c300.pth) | [log](https://download.openmmlab.com/mmaction/v1.0/recognition/tpn/tpn-tsm_imagenet-pretrained-r50_8xb8-1x1x8-150e_sthv1-rgb/tpn-tsm_imagenet-pretrained-r50_8xb8-1x1x8-150e_sthv1-rgb.log) |
| frame sampling strategy | resolution | gpus | backbone | pretrain | top1 acc | top5 acc | reference top1 acc | reference top5 acc | testing protocol | inference time(video/s) | gpu_mem(M) | config | ckpt | log |
| :---------------------: | :--------: | :--: | :------: | :------: | :------: | :------: | :----------------: | :----------------: | :--------------: | :---------------------: | :--------: | :-------------------------: | :--------: | :-------: |
| 1x1x8 | height 100 | 8x6 | ResNet50 | TSM | 51.87 | 79.67 | x | x | 8 clips x 3 crop | x | 8828 | [config](/configs/recognition/tpn/tpn-tsm_imagenet-pretrained-r50_8xb8-1x1x8-150e_sthv1-rgb.py) | [ckpt](<>) | [log](<>) |

:::{note}

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8 changes: 4 additions & 4 deletions configs/recognition/tsn/README.md
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Expand Up @@ -30,10 +30,10 @@ Deep convolutional networks have achieved great success for visual recognition i

### Something-Something V2

| frame sampling strategy | scheduler | resolution | gpus | backbone | pretrain | top1 acc | top5 acc | testing protocol | FLOPs | params | config | ckpt | log |
| :---------------------: | :-------: | :--------: | :--: | :------: | :------: | :------: | :------: | :----------------: | :----: | :----: | :------------------------------: | -----------------------------: | -----------------------------: |
| 1x1x8 | MultiStep | 224x224 | 8 | ResNet50 | ImageNet | 34.85 | 66.37 | 25 clips x 10 crop | 102.7G | 24.33M | [config](/configs/recognition/tsn/tsn_imagenet-pretrained-r50_8xb32-1x1x8-50e_sthv2-rgb.py) | [ckpt](https://download.openmmlab.com/mmaction/v1.0/recognition/tsn/tsn_imagenet-pretrained-r50_8xb32-1x1x8-50e_sthv2-rgb/tsn_imagenet-pretrained-r50_8xb32-1x1x8-50e_sthv2-rgb_20221122-ad2dbb37.pth) | [log](https://download.openmmlab.com/mmaction/v1.0/recognition/tsn/tsn_imagenet-pretrained-r50_8xb32-1x1x8-50e_sthv2-rgb/tsn_imagenet-pretrained-r50_8xb32-1x1x8-50e_sthv2-rgb.log) |
| 1x1x16 | MultiStep | 224x224 | 8 | ResNet50 | ImageNet | 36.55 | 68.00 | 25 clips x 10 crop | 102.7G | 24.33M | [config](/configs/recognition/tsn/tsn_imagenet-pretrained-r50_8xb32-1x1x16-50e_sthv2-rgb.py) | [ckpt](https://download.openmmlab.com/mmaction/v1.0/recognition/tsn/tsn_imagenet-pretrained-r50_8xb32-1x1x16-50e_sthv2-rgb/tsn_imagenet-pretrained-r50_8xb32-1x1x16-50e_sthv2-rgb_20221122-ee13c8e2.pth) | [log](https://download.openmmlab.com/mmaction/v1.0/recognition/tsn/tsn_imagenet-pretrained-r50_8xb32-1x1x16-50e_sthv2-rgb/tsn_imagenet-pretrained-r50_8xb32-1x1x16-50e_sthv2-rgb.log) |
| frame sampling strategy | scheduler | resolution | gpus | backbone | pretrain | top1 acc | top5 acc | testing protocol | FLOPs | params | config | ckpt | log |
| :---------------------: | :-------: | :--------: | :--: | :------: | :------: | :------: | :------: | :----------------: | :----: | :----: | :-----------------------------------------------------------------------: | ---------: | --------: |
| 1x1x8 | MultiStep | 224x224 | 8 | ResNet50 | ImageNet | 35.40 | 66.98 | 25 clips x 10 crop | 102.7G | 24.33M | [config](/configs/recognition/tsn/tsn_imagenet-pretrained-r50_8xb32-1x1x8-50e_sthv2-rgb.py) | [ckpt](<>) | [log](<>) |
| 1x1x16 | MultiStep | 224x224 | 8 | ResNet50 | ImageNet | 36.91 | 68.77 | 25 clips x 10 crop | 102.7G | 24.33M | [config](/configs/recognition/tsn/tsn_imagenet-pretrained-r50_8xb32-1x1x16-50e_sthv2-rgb.py) | [ckpt](<>) | [log](<>) |

### Using backbones from 3rd-party in TSN

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