baidut

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

LeetCodeAnimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

vision_transformer

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Tools-to-Design-or-Visualize-Architecture-of-Neural-Network

Tools to Design or Visualize Architecture of Neural Network

imaginaire

NVIDIA's Deep Imagination Team's PyTorch Library

KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

gen-efficientnet-pytorch

Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

piq

Measures and metrics for image2image tasks. PyTorch.

Global-Flow-Local-Attention

The source code for paper "Deep Image Spatial Transformation for Person Image Generation"

HINet

DBCNN-PyTorch

An experimental Pytorch implementation of Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network

fastaudio

🔊 Audio and fastai v2

VIDEVAL

[IEEE TIP'2021] "UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content", Zhengzhong Tu, Yilin Wang, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik

CONTRIQUE

Official implementation for "Image Quality Assessment using Contrastive Learning"

BVQA_Benchmark

A resource list and performance benchmark for blind video quality assessment (BVQA) models on user-generated content (UGC) datasets. [IEEE TIP'2021] "UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content", Zhengzhong Tu, Yilin Wang, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik

DMIT

Multi-mapping Image-to-Image Translation via Learning Disentanglement. NeurIPS2019

neuraltexture

Learning a Neural 3D Texture Space from 2D Exemplars [CVPR 2020]

PaQ-2-PiQ

Source code for "From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality"

react-ml-app

A machine learning example app: dog classification in the browser

vbliinds

Fast Blind Natural Video Quality (V-BLIINDS)

Discriminative-learning-rates-PyTorch

Adaptation of discriminative learning rates from the Fastai library for standard PyTorch.

FLIVE_Database

parfor

A package to mimic the use of parfor as done in Matlab.

toastmasters-timer

The best Toastmasters Timer for your meetings, it's simple, fast, and accurate.

live_python_qa

google-app-engine

A PR to fix some issues with google-app-engine deployment of the FastAI v3 course

IQA-optimization

Comparison of IQA models in Perceptual Optimization