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pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

pytorch-unsupervised-segmentation-tip

pytorch_segmentation

Semantic segmentation models, datasets and losses implemented in PyTorch.

sar-change-detection

Change detection in polarimetric SAR images in Python

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

selective_search_py

Python-based implementation of the Selective Search for Object Recognition.

semantic-segmentation

采用Pytorch的入门语义分割项目，支持的网络有Unet和Segnet；遥感语义分割；Unet；Segnet；Remote sensing semantic segmentation；

siam-nestedunet

The pytorch implementation for "SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images"

simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

slambook

slambook2

edition 2 of the slambook

srcdnet

The pytorch implementation for "Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions ".

transformer

A Pytorch implementation of "Attention is all you need"

ucas_stochasticprocess

**科学院大学_随机过程讲义及习题解答

unsupervised-semantic-segmentation

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

uslm

vit-pytorch

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

vlm_gill

🐟 Code and models for the NeurIPS 2023 paper "Generating Images with Multimodal Language Models".

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

zhang2020_appendix

Appendix: Datasets Illustration and Experiment Results for Paper Unsupervised Multitemporal Building Change Detection Based on Cosegmentation Using Time-Series SAR