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bwshan's Projects

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

bitswap icon bitswap

Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

density-evolution-awgn icon density-evolution-awgn

Density evolution for LDPC codes construction under AWGN-channel: reciprocal-channel approximation (RCA), Gaussian Evolution, Covariance Evolution

easyocr icon easyocr

Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai

ecclab icon ecclab

Error correcting coding research tools

hidt icon hidt

High-Resolution Daytime Translation Without Domain Labels

nn-polar-decoder icon nn-polar-decoder

Low-complexity Recurrent Neural Network-based Polar Decoder with Weight Quantization Mechanism

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