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szwinglee's Projects

ai-chip icon ai-chip

A list of ICs and IPs for AI, Machine Learning and Deep Learning.

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox, especially for Super-Resolution, including EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.

car icon car

Content adaptive resampler for image downscaling

diffusers icon diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

eld icon eld

A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising (CVPR 2020 - Oral)

models icon models

Models and examples built with TensorFlow

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-tutorial-2nd icon pytorch-tutorial-2nd

《Pytorch实用教程》(第二版)无论是零基础入门,还是CV、NLP、LLM项目应用,或是进阶工程化部署落地,在这里都有。相信在本书的帮助下,读者将能够轻松掌握 PyTorch 的使用,成为一名优秀的深度学习工程师。

spsr icon spsr

Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020)

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

wavediff icon wavediff

Official Pytorch Implementation of the paper: Wavelet Diffusion Models are fast and scalable Image Generators (CVPR'23)

wavedm icon wavedm

Implementation code for WaveDM: Wavelet-Based Diffusion Models for Image Restoration.

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