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

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

PyTorch implementations of Generative Adversarial Networks.

Keras implementations of Generative Adversarial Networks.

A simple baseline for the 2022 IEEE GRSS Data Fusion Contest (DFC2022)

Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNet、DeepLabv3_plus、 HRNet、DDRNet

Image Test Time Augmentation with PyTorch!

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

The pytorch implementation for the paper of 'Cascaded Residual Attention Enhanced Road Extraction from Remote Sensing Images'

Towards Learning Multi-domain Crowd Counting (T-CSVT, 2021), https://ieeexplore.ieee.org/document/9658506

研究生数学建模，本科生数学建模、数学建模竞赛优秀论文，数学建模算法，LaTeX论文模板，算法思维导图，参考书籍，Matlab软件教程，PPT

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Keras implementation of https://arxiv.org/abs/1707.03718

Codes for the 'Direction-aware Residual Network for Road Extraction in VHR Remote Sensing Images'

Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding

AttaNet for real-time semantic segmentation.

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

📚 免费的计算机编程类中文书籍，欢迎投稿

📚 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

最良心的 Python 教程：

Papers on road network extraction during 2018-2020 period

The official repo of the CVPR 2020 paper "VecRoad: Point-based Iterative Graph Exploration for Road Graphs Extraction"

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）

D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction