Code for Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty

「Java面试小抄」一份通向理想互联网公司的面试汇总，包括 Java基础、Java并发、JVM、MySQL、Redis、Spring、MyBatis、Kafka、计算机操作系统、计算机网络、系统设计、分布式、Java 项目实战等

"What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?", NIPS 2017 (unofficial code).

Building a Bayesian deep learning classifier

This is the pytorch implementation of FCL-Net, accepted by NN'2022.

EfficientNetV2 implementation using PyTorch

PyTorch implementation of UNet++ (Nested U-Net).

RepViT: Revisiting Mobile CNN From ViT Perspective [CVPR 2024] and RepViT-SAM: Towards Real-Time Segmenting Anything

(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

a reimplementation of Holistically-Nested Edge Detection in PyTorch

[WACV 2024] An implementation of MEGANet for polyp segmentation with multi-scale edge-guided attention

PraNet: Parallel Reverse Attention Network for Polyp Segmentation, MICCAI 2020 (Oral). Code using Jittor Framework is available.

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

A sketch extractor for anime/illustration.

sketch + style = paints 🎨 (TOG2018/SIGGRAPH2018ASIA)

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

A clean and readable Pytorch implementation of CycleGAN

The official implementation for PNT-Edge, accepted by ACM-MM 2023.

A python implementation of edge eval

DexiNed: Dense EXtreme Inception Network for Edge Detection

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

TEED: Tiny and Efficient Edge Detector

PyTorch implementation of DUL (Data Uncertainty Learning in Face Recognition, CVPR2020)

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

The code for the CVPR2019 paper Bi-Directional Cascade Network for Perceptual Edge Detection

Code for UAED and MuGE

📚 A collection of edge/contour/boundary detection papers and toolbox.

deep learning for image processing including classification and object-detection etc.