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100-days-of-ml-code

100-Days-Of-ML-Code中文版

2021rsipac_changedetection_top4

2021rsipac_changedetection_top5

2021“昇腾杯”遥感影像智能处理算法掌握发展过程三等奖（TOP5）方案分析：https://zhuanlan.zhihu.com/p/453136594解决方案说明： train.py 用于训练 test.py 用于推理

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

bit_cd

Official Pytorch Implementation of "Remote Sensing Image Change Detection with Transformers"

change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

colossalai

Making large AI models cheaper, faster and more accessible

deep-learning-for-image-processing

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

fccdn_pytorch

The pytorch implemention of FCCDN for change detection task

imageprocessing100wen

「画像処理100本ノック」中文版本！为图像处理初学者设计的 100 个问题。

imgclsmob

Sandbox for training deep learning networks

lite.ai.toolkit

🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, MODNet, YOLOR, NanoDet, YOLOX, SCRFD, YOLOX . MNN, NCNN, TNN, ONNXRuntime, CPU/GPU.

mdpicture

mmrotate

OpenMMLab Rotated Object Detection Toolbox and Benchmark

open-cd

A Change Detection Repo Standing on the Shoulders of Giants

opencv-python-tutorial

📖 OpenCV-Python image processing tutorial for beginners

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

rsipac_track2

Codes for RSIPAC track#2

segnext

Official Pytorch implementations for "SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation" (NeurIPS 2022)

siamese-pytorch

这是一个孪生神经网络（Siamese network）的库，可进行图片的相似性比较。

transunet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

tuning_playbook

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

unet-pytorch

这是一个unet-pytorch的源码，可以训练自己的模型