micmic123

supervision

We write your reusable computer vision tools. 💜

deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

digital_video_introduction

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

libjxl

JPEG XL image format reference implementation

SiT

Self-supervised vIsion Transformer (SiT)

STFAN

[ICCV 2019] Spatio-Temporal Filter Adaptive Network for Video Deblurring

InvCompress

[ACMMM 2021 Oral] Enhanced Invertible Encoding for Learned Image Compression

ResizeRight

The correct way to resize images or tensors. For Numpy or Pytorch (differentiable).

dlbook_notation

LaTeX files for the Deep Learning book notation

mimicry

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Learned-Image-Compression-with-GMM-and-Attention

Repository of the paper "Learned Image Compression with Discretized Gaussian Mixture Likelihoods and Attention Modules"

ICT

High-Fidelity Pluralistic Image Completion with Transformers (ICCV 2021)

NeuralCompression

A collection of tools for neural compression enthusiasts.

Weakly-Supervised-Object-Localization

Weakly Supervised Object Localization Papers

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

compare-codecs

PolyU-Real-World-Noisy-Images-Dataset

Real-world Noisy Image Denoising: A New Benchmark

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks [torchattacks]

fidelity_controllable_compression

Official PyTorch Implementation of Fidelity Controllable Extreme Image Compression with GAN

SReC

PyTorch Implementation of "Lossless Image Compression through Super-Resolution"

EAST

PyTorch Re-Implementation of EAST: An Efficient and Accurate Scene Text Detector

kornia

Geometric Computer Vision Library for Spatial AI

awesome-ocr-resources

A collection of resources (including the papers and datasets) of OCR (Optical Character Recognition).

COCO-Semantic-Segmentation

A COCO image and masks generator tutorial for semantic segmentation purposes.

AdvancedML

Reading list for the Advanced Machine Learning Course

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods, ICCV 2019

CRAFT-pytorch

Official implementation of Character Region Awareness for Text Detection (CRAFT)

awesome-deep-text-detection-recognition

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.