| Age | Commit message (Collapse) | Author | |
|---|---|---|---|
| 2021-03-25 | Merge branch 'data_parallel' into data_parallel_py3.8data_parallel_py3.8 | Jordan Gong | |
| # Conflicts: # models/model.py | |||
| 2021-03-25 | Bug fixes and refactoring | Jordan Gong | |
| 1. Correct trained model signature 2. Move `val_size` to system config | |||
| 2021-03-22 | Add embedding visualization and validate on testing set | Jordan Gong | |
| 2021-03-12 | Merge branch 'data_parallel' into data_parallel_py3.8 | Jordan Gong | |
| # Conflicts: # models/hpm.py # models/model.py # models/rgb_part_net.py # utils/configuration.py # utils/triplet_loss.py | |||
| 2021-03-12 | Code refactoring | Jordan Gong | |
| 1. Separate FCs and triplet losses for HPM and PartNet 2. Remove FC-equivalent 1x1 conv layers in HPM 3. Support adjustable learning rate schedulers | |||
| 2021-03-01 | Merge branch 'data_parallel' into data_parallel_py3.8 | Jordan Gong | |
| # Conflicts: # models/model.py # utils/configuration.py # utils/triplet_loss.py | |||
| 2021-03-01 | New scheduler and new config | Jordan Gong | |
| 2021-02-28 | Implement sum of loss default in [1] | Jordan Gong | |
| [1]A. Hermans, L. Beyer, and B. Leibe, “In defense of the triplet loss for person re-identification,” arXiv preprint arXiv:1703.07737, 2017. | |||
| 2021-02-27 | Implement Batch Hard triplet loss and soft margin | Jordan Gong | |
| 2021-02-10 | Merge branch 'master' into python3.8 | Jordan Gong | |
| 2021-02-10 | Implement 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. | |||
| 2021-02-08 | Merge branch 'master' into python3.8 | Jordan Gong | |
| # Conflicts: # models/hpm.py # models/layers.py # models/model.py # models/rgb_part_net.py # utils/configuration.py | |||
| 2021-02-08 | Code refactoring, modifications and new features | Jordan 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 | |||
| 2021-01-23 | Add late start support for non-disentangling parts | Jordan Gong | |
| 2021-01-21 | Merge branch 'master' into python3.8 | Jordan Gong | |
| # Conflicts: # utils/configuration.py | |||
| 2021-01-14 | Enable optimizer fine tuning | Jordan Gong | |
| 2021-01-13 | Type hint fixes | Jordan Gong | |
| 2021-01-13 | Merge branch 'master' into python3.8 | Jordan Gong | |
| # Conflicts: # models/model.py | |||
| 2021-01-13 | Add multiple checkpoints for different model and set default config value | Jordan Gong | |
| 2021-01-12 | Merge branch 'master' into python3.8 | Jordan Gong | |
| # Conflicts: # utils/configuration.py | |||
| 2021-01-12 | Some changes in hyperparameter config | Jordan Gong | |
| 1. Separate hyperparameter configs in model, optimizer and scheduler 2. Add more tunable hyperparameters in optimizer and scheduler | |||
| 2021-01-07 | Type hint for python version lower than 3.9 | Jordan Gong | |
| 2021-01-07 | Type hint for python version lower than 3.9 | Jordan Gong | |
| 2021-01-07 | Change device config and add enable multi-GPU computing | Jordan 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 | |||
| 2021-01-03 | Update hyperparameter configuration, implement prototype fit function | Jordan Gong | |
| 2020-12-29 | Encode class names to label and some access improvement | Jordan Gong | |
| 1. Encode class names using LabelEncoder from sklearn 2. Remove unneeded class variables 3. Protect some variables from being accessed in userspace | |||
| 2020-12-27 | Make naming scheme consistent | Jordan Gong | |
| Use `dir` instead of `path` | |||
| 2020-12-27 | Add dataset selector to config type hint, change ClipLabels typo to ClipViews | Jordan Gong | |
| 2020-12-27 | Adopt type hinting generics in standard collections (PEP 585) | Jordan Gong | |
| 2020-12-26 | Add config file and corresponding type hint | Jordan Gong | |
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index : gait-recognition.git | |
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