Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。

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

[ICLR2024] Official repo for paper "PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code"

YOLOv8 implementation using PyTorch

CVPR 2023

[NeurIPS 2022 Spotlight] A Unified Model for Multi-class Anomaly Detection

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

Official implementation of "Watermarking Images in Self-Supervised Latent-Spaces"

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cycle…

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

Origina repo: https://github.com/yhenon/pytorch-retinanet

A Unified Efficient Pyramid Transformer for Semantic Segmentation, ICCVW 2021

Recent Transformer-based CV and related works.

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

Global Filter Networks for Image Classification

VOLO: Vision Outlooker for Visual Recognition

MLP-Like Vision Permutator for Visual Recognition (PyTorch)

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

Implementation of "Attention Is All You Need" using pytorch

[Preprint] "TransGAN: Two Transformers Can Make One Strong GAN", Yifan Jiang, Shiyu Chang, Zhangyang Wang