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deep-person-reid/MODEL_ZOO.md

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update MODEL_ZOO.md
2018-11-10 06:38:45 +08:00
# Model Zoo
add ref to imagenet
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- :dog: means that the model is initialized with [imagenet](http://www.image-net.org/) pretrained weights.
update MODEL_ZOO.md
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- Results are presented in the format of **Rank1 (mAP)**.
- Classification layer is ignored when computing the model size.
update MODEL_ZOO: add models
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- Unless specified otherwise, the following [data augmentation techniques](torchreid/transforms.py) are used: (1) Random2DTranslation, and (2) RandomHorizontalFlip.
update model-zoo: add results and links
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- Click the highlighted results to download the model weights and the training scripts.
update model size
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update MODEL_ZOO.md
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## Image person reid
| Model | # param (M) | Loss | Input | market1501 | dukemtmcreid | msmt17 |
| :--- | :---: | :---: | :---: | :---: | :---: | :---: |
update model-zoo: add results and links
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| resnet50<sup>:dog:</sup> | 23.5 | xent | (256, 128) | [87.9 (70.4)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/resnet50_market_xent.zip) | [78.3 (58.9)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/resnet50_duke_xent.zip) | [63.2 (33.9)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/resnet50_msmt_xent.zip) |
| resnet50_fc512<sup>:dog:</sup> | 24.6 | xent | (256, 128) | [90.8 (75.3)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/resnet50_fc512_market_xent.zip) | [81.0 (64.0)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/resnet50_fc512_duke_xent.zip) | [69.6 (38.4)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/resnet50_fc512_msmt_xent.zip) |
| densenet121_fc512<sup>:dog:</sup> | 7.5 | xent | (256, 128) | [87.8 (68.0)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/densenet121_fc512_market_xent.zip) | [79.7 (58.8)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/densenet121_fc512_duke_xent.zip) | [67.6 (35.0)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/densenet121_fc512_msmt_xent.zip) |
| se_resnet50_fc512<sup>:dog:</sup> | 27.1 | xent | (256, 128) | [91.9 (75.9)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/se_resnet50_fc512_market_xent.zip) | [81.5 (63.7)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/se_resnet50_fc512_duke_xent.zip) | [71.1 (39.8)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/se_resnet50_fc512_msmt_xent.zip) |
add shufflenet
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| shufflenet<sup>:dog:</sup> | 0.9 | xent | (256, 128) | [84.1(64.1)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/shufflenet_market_xent.zip) | [73.4(51.9)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/shufflenet_duke_xent.zip) | [51.3(24.2)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/shufflenet_msmt_xent.zip) |
update model-zoo: add results and links
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| squeezenet1_0_fc512<sup>:dog:</sup> | 1.0 | xent | (256, 128) | [79.3 (52.2)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/squeezenet1_0_fc512_market_xent.zip) | [66.6 (42.6)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/squeezenet1_0_fc512_duke_xent.zip) | [44.1 (17.1)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/squeezenet1_0_fc512_msmt_xent.zip) |
| resnet50mid<sup>:dog:</sup> | 27.7 | xent | (256, 128) | [90.2 (76.0)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/resnet50mid_market_xent.zip) | [81.6 (64.0)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/resnet50mid_duke_xent.zip) | [69.0 (38.0)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/resnet50mid_msmt_xent.zip) |
update model-zoo: add hacnn's results
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| mlfn<sup>:dog:</sup> | 32.5 | xent | (256, 128) | [90.1 (74.3)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/mlfn_market_xent.zip) | [81.1 (63.2)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/mlfn_duke_xent.zip) | [66.4 (37.2)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/mlfn_msmt_xent.zip) |
| hacnn | 3.7 | xent | (256, 128) | [90.9 (75.6)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/hacnn_market_xent.zip) | [80.1 (63.2)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/hacnn_duke_xent.zip) | [64.7 (37.2)](http://www.eecs.qmul.ac.uk/~kz303/deep-person-reid/model-zoo/image-models/hacnn_msmt_xent.zip) |