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[Refactor] rename posec3d related config files #1883

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Sep 1, 2022
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[Refactor] rename posec3d related config files #1883

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36 changes: 18 additions & 18 deletions configs/skeleton/posec3d/README.md
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Expand Up @@ -54,29 +54,29 @@ Human skeleton, as a compact representation of human action, has received increa

### FineGYM

| config | pseudo heatmap | gpus | backbone | Mean Top-1 | ckpt | log |
| :------------------------------------------------------ | :------------: | :--: | :----------: | :--------: | :---------------------------------------------------: | :--------------------------------------------------: |
| [slowonly_r50_u48_240e_8xb16_gym_keypoint](/configs/skeleton/posec3d/slowonly_r50_u48_240e_8xb16_gym_keypoint.py) | keypoint | 8 | SlowOnly-R50 | 93.4 | [ckpt](https://download.openmmlab.com/mmaction/v2.0/skeleton/posec3d/slowonly_r50_u48_240e_8xb16_gym_keypoint/slowonly_r50_u48_240e_8xb16_gym_keypoint_20220815-da338c58.pth) | [log](https://download.openmmlab.com/mmaction/v2.0/skeleton/posec3d/slowonly_r50_u48_240e_8xb16_gym_keypoint/20220805_150313.log) |
| [slowonly_r50_u48_240e_8xb16_gym_limb](/configs/skeleton/posec3d/slowonly_r50_u48_240e_8xb16_gym_limb.py) | limb | 8 | SlowOnly-R50 | 93.7 | [ckpt](https://download.openmmlab.com/mmaction/v2.0/skeleton/posec3d/slowonly_r50_u48_240e_8xb16_gym_limb/slowonly_r50_u48_240e_8xb16_gym_limb_20220815-2e6e3c5c.pth) | [log](https://download.openmmlab.com/mmaction/v2.0/skeleton/posec3d/slowonly_r50_u48_240e_8xb16_gym_limb/20220805_150302.log) |
| frame sampling strategy | pseudo heatmap | gpus | backbone | top1 acc | testing protocol | config | ckpt | log |
| :---------------------: | :------------: | :--: | :----------: | :------: | :--------------: | :----------------------------------------: | :---------------------------------------: | :--------------------------------------: |
| uniform 48 | keypoint | 8 | SlowOnly-R50 | 93.4 | 10 clips | [config](/configs/skeleton/posec3d/slowonly_r50_8xb16-u48-240e_gym-keypoint.py) | [ckpt](https://download.openmmlab.com/mmaction/v1.0/skeleton/posec3d/slowonly_r50_8xb16-u48-240e_gym-keypoint/slowonly_r50_8xb16-u48-240e_gym-keypoint_20220815-da338c58.pth) | [log](https://download.openmmlab.com/mmaction/v1.0/skeleton/posec3d/slowonly_r50_8xb16-u48-240e_gym-keypoint/20220805_150313.log) |
| uniform 48 | limb | 8 | SlowOnly-R50 | 93.7 | 10 clips | [config](/configs/skeleton/posec3d/slowonly_r50_8xb16-u48-240e_gym-limb.py) | [ckpt](https://download.openmmlab.com/mmaction/v1.0/skeleton/posec3d/slowonly_r50_8xb16-u48-240e_gym-limb/slowonly_r50_8xb16-u48-240e_gym-limb_20220815-2e6e3c5c.pth) | [log](https://download.openmmlab.com/mmaction/v1.0/skeleton/posec3d/slowonly_r50_8xb16-u48-240e_gym-limb/20220805_150302.log) |

### NTU60_XSub

| config | pseudo heatmap | gpus | backbone | Top-1 | ckpt | log |
| :------------------------------------------------------- | :------------: | :--: | :----------: | :---: | :-----------------------------------------------------: | :----------------------------------------------------: |
| [slowonly_r50_u48_240e_8xb16_ntu60_xsub_keypoint](/configs/skeleton/posec3d/slowonly_r50_u48_240e_8xb16_ntu60_xsub_keypoint.py) | keypoint | 8 | SlowOnly-R50 | 93.6 | [ckpt](https://download.openmmlab.com/mmaction/v2.0/skeleton/posec3d/slowonly_r50_u48_240e_8xb16_ntu60_xsub_keypoint/slowonly_r50_u48_240e_8xb16_ntu60_xsub_keypoint_20220815-38db104b.pth) | [log](https://download.openmmlab.com/mmaction/v2.0/skeleton/posec3d/slowonly_r50_u48_240e_8xb16_ntu60_xsub_keypoint/20220805_124409.log) |
| [slowonly_r50_u48_240e_8xb16_ntu60_xsub_limb](/configs/skeleton/posec3d/slowonly_r50_u48_240e_8xb16_ntu60_xsub_limb.py) | limb | 8 | SlowOnly-R50 | 93.5 | [ckpt](https://download.openmmlab.com/mmaction/v2.0/skeleton/posec3d/slowonly_r50_u48_240e_8xb16_ntu60_xsub_limb/slowonly_r50_u48_240e_8xb16_ntu60_xsub_limb_20220815-af2f119a.pth) | [log](https://download.openmmlab.com/mmaction/v2.0/skeleton/posec3d/slowonly_r50_u48_240e_8xb16_ntu60_xsub_limb/20220805_123439.log) |
| frame sampling strategy | pseudo heatmap | gpus | backbone | top1 acc | testing protocol | config | ckpt | log |
| :---------------------: | :------------: | :--: | :----------: | :------: | :--------------: | :----------------------------------------: | :---------------------------------------: | :--------------------------------------: |
| uniform 48 | keypoint | 8 | SlowOnly-R50 | 93.6 | 10 clips | [config](/configs/skeleton/posec3d/slowonly_r50_8xb16-u48-240e_ntu60-xsub-keypoint.py) | [ckpt](https://download.openmmlab.com/mmaction/v1.0/skeleton/posec3d/slowonly_r50_8xb16-u48-240e_ntu60-xsub-keypoint/slowonly_r50_8xb16-u48-240e_ntu60-xsub-keypoint_20220815-38db104b.pth) | [log](https://download.openmmlab.com/mmaction/v1.0/skeleton/posec3d/slowonly_r50_8xb16-u48-240e_ntu60-xsub-keypoint/20220805_124409.log) |
| uniform 48 | limb | 8 | SlowOnly-R50 | 93.5 | 10 clips | [config](/configs/skeleton/posec3d/slowonly_r50_8xb16-u48-240e_ntu60-xsub-keypoint.py) | [ckpt](https://download.openmmlab.com/mmaction/v1.0/skeleton/posec3d/slowonly_r50_8xb16-u48-240e_ntu60-xsub-limb/slowonly_r50_8xb16-u48-240e_ntu60-xsub-limb_20220815-af2f119a.pth) | [log](https://download.openmmlab.com/mmaction/v1.0/skeleton/posec3d/slowonly_r50_8xb16-u48-240e_ntu60-xsub-limb/20220805_123439.log) |

### UCF101

| config | pseudo heatmap | gpus | backbone | Top-1 | ckpt | log |
| :------------------------------------------------------- | :------------: | :--: | :----------: | :---: | :-----------------------------------------------------: | :----------------------------------------------------: |
| [slowonly_kinetics400_pretrained_r50_u48_120e_8xb16_ucf101_split1_keypoint](/configs/skeleton/posec3d/slowonly_kinetics400_pretrained_r50_u48_120e_8xb16_ucf101_split1_keypoint.py) | keypoint | 8 | SlowOnly-R50 | 86.9 | [ckpt](https://download.openmmlab.com/mmaction/v2.0/skeleton/posec3d/slowonly_kinetics400_pretrained_r50_u48_120e_8xb16_ucf101_split1_keypoint/slowonly_kinetics400_pretrained_r50_u48_120e_8xb16_ucf101_split1_keypoint_20220815-9972260d.pth) | [log](https://download.openmmlab.com/mmaction/v2.0/skeleton/posec3d/slowonly_kinetics400_pretrained_r50_u48_120e_8xb16_ucf101_split1_keypoint/20220805_130002.log) |
| frame sampling strategy | pseudo heatmap | gpus | backbone | top1 acc | testing protocol | config | ckpt | log |
| :---------------------: | :------------: | :--: | :----------: | :------: | :--------------: | :----------------------------------------: | :---------------------------------------: | :--------------------------------------: |
| uniform 48 | keypoint | 8 | SlowOnly-R50 | 86.9 | 10 clips | [config](/configs/skeleton/posec3d/slowonly_kinetics400-pretrained-r50_8xb16-u48-120e_ucf101-split1-keypoint.py) | [ckpt](https://download.openmmlab.com/mmaction/v1.0/skeleton/posec3d/slowonly_kinetics400-pretrained-r50_8xb16-u48-120e_ucf101-split1-keypoint/slowonly_kinetics400-pretrained-r50_8xb16-u48-120e_ucf101-split1-keypoint_20220815-9972260d.pth) | [log](https://download.openmmlab.com/mmaction/v1.0/skeleton/posec3d/slowonly_kinetics400-pretrained-r50_8xb16-u48-120e_ucf101-split1-keypoint/20220805_130002.log) |

### HMDB51

| config | pseudo heatmap | gpus | backbone | Top-1 | ckpt | log |
| :------------------------------------------------------- | :------------: | :--: | :----------: | :---: | :-----------------------------------------------------: | :----------------------------------------------------: |
| [slowonly_kinetics400_pretrained_r50_u48_120e_8xb16_hmdb51_split1_keypoint](/configs/skeleton/posec3d/slowonly_kinetics400_pretrained_r50_u48_120e_8xb16_hmdb51_split1_keypoint.py) | keypoint | 8 | SlowOnly-R50 | 69.2 | [ckpt](https://download.openmmlab.com/mmaction/v2.0/skeleton/posec3d/slowonly_kinetics400_pretrained_r50_u48_120e_8xb16_hmdb51_split1_keypoint/slowonly_kinetics400_pretrained_r50_u48_120e_8xb16_hmdb51_split1_keypoint_20220815-17eaa484.pth) | [log](https://download.openmmlab.com/mmaction/v2.0/skeleton/posec3d/slowonly_kinetics400_pretrained_r50_u48_120e_8xb16_hmdb51_split1_keypoint/20220805_143455.log) |
| frame sampling strategy | pseudo heatmap | gpus | backbone | top1 acc | testing protocol | config | ckpt | log |
| :---------------------: | :------------: | :--: | :----------: | :------: | :--------------: | :----------------------------------------: | :---------------------------------------: | :--------------------------------------: |
| uniform 48 | keypoint | 8 | SlowOnly-R50 | 69.2 | 10 clips | [config](/configs/skeleton/posec3d/slowonly_kinetics400-pretrained-r50_8xb16-u48-120e_hmdb51-split1-keypoint.py) | [ckpt](https://download.openmmlab.com/mmaction/v1.0/skeleton/posec3d/slowonly_kinetics400-pretrained-r50_8xb16-u48-120e_hmdb51-split1-keypoint/slowonly_kinetics400-pretrained-r50_8xb16-u48-120e_hmdb51-split1-keypoint_20220815-17eaa484.pth) | [log](https://download.openmmlab.com/mmaction/v1.0/skeleton/posec3d/slowonly_kinetics400-pretrained-r50_8xb16-u48-120e_hmdb51-split1-keypoint/20220805_143455.log) |

:::{note}

Expand All @@ -98,13 +98,13 @@ python tools/train.py ${CONFIG_FILE} [optional arguments]
Example: train PoseC3D model on FineGYM dataset in a deterministic option.

```shell
python tools/train.py configs/skeleton/posec3d/slowonly_r50_u48_240e_8xb16_gym_keypoint.py \
python tools/train.py configs/skeleton/posec3d/slowonly_r50_8xb16-u48-240e_gym-keypoint.py \
--cfg-options randomness.seed=0 randomness.deterministic=True
```

For training with your custom dataset, you can refer to [Custom Dataset Training](https://github.com/open-mmlab/mmaction2/blob/master/configs/skeleton/posec3d/custom_dataset_training.md).

For more details, you can refer to **Training setting** part in [getting_started](/docs/getting_started.md#training-setting).
For more details, you can refer to the **Training** part in the [Training and Test Tutorial](/docs/en/user_guides/4_train_test.md).

## Test

Expand All @@ -117,11 +117,11 @@ python tools/test.py ${CONFIG_FILE} ${CHECKPOINT_FILE} [optional arguments]
Example: test PoseC3D model on FineGYM dataset.

```shell
python tools/test.py configs/skeleton/posec3d/slowonly_r50_u48_240e_8xb16_gym_keypoint.py \
python tools/test.py configs/skeleton/posec3d/slowonly_r50_8xb16-u48-240e_gym-keypoint.py \
checkpoints/SOME_CHECKPOINT.pth
```

For more details, you can refer to **Test a dataset** part in [getting_started](/docs/getting_started.md#test-a-dataset).
For more details, you can refer to the **Test** part in the [Training and Test Tutorial](/docs/en/user_guides/4_train_test.md).

## Citation

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