gait-recognition.git - Unnamed repository; edit this file 'description' to name the repository.

Age	Commit message (Collapse)	Author
2021-01-11	Implement evaluator	Jordan Gong

2021-01-09	Fix NaN when separate sum is zero	Jordan Gong

2021-01-07	Add typical training script and some bug fixes	Jordan Gong
	1. Resolve deprecated scheduler stepping issue 2. Make losses in the same scale(replace mean with sum in separate triplet loss, enlarge pose similarity loss 10x) 3. Add ReLU when compute distance in triplet loss 4. Remove classes except Model from `models` package init
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
2021-01-05	Implement Batch All Triplet Loss	Jordan Gong

2021-01-03	Update hyperparameter configuration, implement prototype fit function	Jordan Gong

2020-12-31	Make super class constructor revoke consistent	Jordan Gong

2020-12-29	Add type hint for new label (numpy.int64)	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	Prepare for FVG dataset	Jordan Gong

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	Sample k more clips for disentanglement	Jordan Gong

2020-12-26	Add config file and corresponding type hint	Jordan Gong

2020-12-26	Combine transformed height and width to `frame_size`	Jordan Gong

2020-12-21	Change image loading technique	Jordan Gong
	1. Use Pillow.Image.open instead of torchvision.io.read_image to read image 2. Transforming PIL images instead of tensors which performs better and device option is removed 3. Images are normalized now
2020-12-19	1. Delete unused transform function	Jordan Gong
	2. Reorganize the initialization cache dicts
2020-12-19	Fix indexing error when no clip to be discard	Jordan Gong

2020-12-19	Add cache switch, allowing load all data into RAM before sampling	Jordan Gong

2020-12-18	Implement triplet sampler	Jordan Gong

2020-12-18	Implement CASIA-B dataset	Jordan Gong