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awesome-semantic-segmentation-pytorch

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

deep-learning-for-image-processing

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

deepglobe_land_cover_classification_with_deeplabv3plus

DeepGlobe Land Cover Classification Challenge遥感影像语义分割

deeplabv3-plus-pytorch

这是一个deeplabv3-plus-pytorch的源码，可以用于训练自己的模型。

deeplabv3plus-pytorch

DeepLabv3 and DeepLabv3+ with pretrained weights for Pascal VOC & Cityscapes

dl_common_script

深度学习常用的脚本，比如公共数据集（Tusimple,VOC等）的转换(xml2json,json2xml,yolo2voc)，读取视频，分离训练验证集等

dl_tools

imgai

图像自动识别

mask2json

a small tool for image augmentation, including mask files to json/xml files , image augmentation(flip,rotation,noise,...) and so on

multispectral-maskrcnn

The goal of this project is to ascertain the role of intensity and depth channels in instance segmentation of traffic signs. It has been shown that secondary channels, like intensity and depth, provide complementary information to the neural net and can thus boost the efficiency of a model. The project aims to explore the ramifications of experimenting with intensity or reflectivity and depth channels along with RGB images and determine the optimal architecture to combine them most effectively. The intensity and depth data is obtained from LIDAR sensors. Two different implementations of substituting channels in Mask R-CNN are explored.

multispectral-object-detection

Multispectral Object Detection with Yolov5 and Transformer

pranet-polyps-segmentation

Implementation of research paper : "PraNet: Parallel Reverse Attention Network for Polyp Segmentation" in Tensorflow

pwd

deep learning method for monitoring pine wilt disease

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

sentinelp5p

Python scripts used to download and process the Sentinel 5P data

set_bandname_4_tif

This project tries to read and write bandname from/to GeoTiff with GDAL and snappy

sticc

STICC: A multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity

timo

TIMO后台管理系统，基于SpringBoot2.0 + Spring Data Jpa + Thymeleaf + Shiro 开发的后台管理系统，采用分模块的方式便于开发和维护，支持前后台模块分别部署，目前支持的功能有：权限管理、部门管理、字典管理、日志记录、文件上传、代码生成等，为快速开发后台系统而生的脚手架！交流群：941209502(已满)、545633945

voc2007_for_yolo_torch

:punch: Prepare VOC format datasets for ultralytics/yolov3 & yolov5

yolo2pascal-annotation-conversion

Convert Yolo Darket to Pascal VOC annotation format and vice versa.