SSXXXPP

deep-learning-for-image-processing

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

HistoryObjectRecognition

tensorflow-tutorial

Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.

zihaopython

follow me and learn python easily

U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

Image_Segmentation

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

MMClassification_Tutorials

Jupyter notebook tutorials for MMClassification

mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

mmtracking

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

lime

Lime: Explaining the predictions of any machine learning classifier

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Deep-learning-based-selection-of-human-sperm-with-high-DNA-integrity

inference

A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.

supervision

We write your reusable computer vision tools. 💜

labelImg

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Label2Everything

常见计算机视觉标注格式相互转换

Train_Custom_Dataset

标注自己的数据集，训练、评估、测试、部署自己的人工智能算法

zihao_course

同济子豪兄的公开课

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

SeSViD

Detection-Sperm

heteromotility

Quantitative analysis of cell motility behaviors

lanternfish

Deep convolutional neural networks for biological motion analysis