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

Age	Commit message (Collapse)	Author
2020-12-27	Fix inconsistency and API deprecation issues in decoder	Jordan Gong
	1. Add default output channels of decoder 2. Replace deprecated torch.nn.functional.sigmoid with torch.sigmoid
2020-12-27	Refine auto-encoder	Jordan Gong
	1. Wrap fully connected layers 2. Introduce hyperparameter tuning in constructor
2020-12-27	Adopt type hinting generics in standard collections (PEP 585)	Jordan Gong

2020-12-26	Implement batch splitter to split sampled data	Jordan Gong
	Disentanglement cannot be processed on different subjects at the same time, we need to load `pr` subjects one by one. The batch splitter will return a pr-length list of tuples (with 2 dicts containing k-length lists of labels, conditions, view and k-length tensor of clip data, representing condition 1 and condition 2 respectively).
2020-12-24	Implement Horizontal Pyramid Matching (HPM)	Jordan Gong

2020-12-24	Optimize imports	Jordan Gong

2020-12-24	Change the usage of layers and reorganize relations of layers	Jordan Gong
	1. Add batch normalization and activation to layers 2. VGGConv2d and FocalConv2d inherits to BasicConv2d; DCGANConvTranspose2d inherits to BasicConvTranspose2d
2020-12-23	Make activation inplace	Jordan Gong

2020-12-23	Modify activation functions after conv or trans-conv in auto-encoder	Jordan Gong
	1. Make activation functions be inplace ops 2. Change Leaky ReLU to ReLU in decoder
2020-12-23	Refactor and refine auto-encoder	Jordan Gong
	1. Wrap Conv2d 3x3-padding-1 to VGGConv2d 2. Wrap ConvTranspose2d 4x4-stride-4-padding-1 to DCGANConvTranspose2d 3. Turn off bias in conv since the employment of batch normalization
2020-12-23	Wrap Conv1d no bias layer	Jordan Gong

2020-12-23	Reshape feature before decode	Jordan Gong

2020-12-23	Remove redundant Leaky ReLU in FocalConv2d	Jordan Gong

2020-12-23	Split modules to different files	Jordan Gong