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2021-02-19Merge branch 'python3.7' into disentangling_only_py3.7disentangling_only_py3.7Jordan Gong
# Conflicts: # models/model.py # utils/configuration.py
2021-02-19New branch with auto-encoder onlyJordan Gong
2021-02-18Merge branch 'python3.8' into python3.7Jordan Gong
2021-02-18Implement adjustable input size and change some default configsJordan Gong
2021-02-10Merge branch 'python3.8' into python3.7Jordan Gong
# Conflicts: # utils/configuration.py
2021-02-10Implement new sampling technique mentioned in GaitPart[1]Jordan Gong
[1]C. Fan et al., “GaitPart: Temporal Part-Based Model for Gait Recognition,” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020, pp. 14225–14233.
2021-02-08Merge branch 'python3.8' into python3.7Jordan Gong
# Conflicts: # utils/configuration.py
2021-02-08Code refactoring, modifications and new featuresJordan Gong
1. Decode features outside of auto-encoder 2. Turn off HPM 1x1 conv by default 3. Change canonical feature map size from `feature_channels * 8 x 4 x 2` to `feature_channels * 2 x 16 x 8` 4. Use mean of canonical embeddings instead of mean of static features 5. Calculate static and dynamic loss separately 6. Calculate mean of parts in triplet loss instead of sum of parts 7. Add switch to log disentangled images 8. Change default configuration
2021-01-23Add late start support for non-disentangling partsJordan Gong
2021-01-21Merge branch 'python3.8' into python3.7Jordan Gong
# Conflicts: # utils/configuration.py
2021-01-21Bug fixesJordan Gong
1. Turn off autograd while decoding canonical and pose features 2. Change default batch size to (4, 8)
2021-01-14Enable optimizer fine tuningJordan Gong
2021-01-13Merge branch 'python3.8' into python3.7Jordan Gong
# Conflicts: # utils/configuration.py
2021-01-13Update config file and convert int to str when joiningJordan Gong
2021-01-13Add multiple checkpoints for different model and set default config valueJordan Gong
2021-01-12Merge branch 'python3.8' into python3.7Jordan Gong
# Conflicts: # utils/configuration.py
2021-01-12Some changes in hyperparameter configJordan Gong
1. Separate hyperparameter configs in model, optimizer and scheduler 2. Add more tunable hyperparameters in optimizer and scheduler
2021-01-12Remove TypeDict for python 3.7Jordan Gong
2021-01-07Change device config and add enable multi-GPU computingJordan Gong
1. Add `disable_acc` switch for disabling accelerator. When it is off, system will automatically choosing accelerator. 2. Enable multi-GPU training using torch.nn.DataParallel
2021-01-03Update hyperparameter configuration, implement prototype fit functionJordan Gong
2020-12-27Change default dataset directoryJordan Gong
2020-12-27Make naming scheme consistentJordan Gong
Use `dir` instead of `path`
2020-12-26Add config file and corresponding type hintJordan Gong
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