zouyuanpeng

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

pytorch-image-classification

use pytorch to do image classfiication tasks

PolarMask

Code for 'PolarMask: Single Shot Instance Segmentation with Polar Representation'

996.ICU

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

eng-practices

Google's Engineering Practices documentation

ScratchDet

The code and models for paper: "ScratchDet: Exploring to Train Single-Shot Object Detectors from Scratch"

FCOS_PLUS

Some improvements (center sample) about FCOS (FCOS: Fully Convolutional One-Stage Object Detection).

HRNet-Object-Detection

Object detection with multi-level representations generated from deep high-resolution representation learning (HRNetV2h). This is an official implementation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919

HRNet-FCOS

High-resolution Networks for the Fully Convolutional One-Stage Object Detection (FCOS) algorithm

netron

Visualizer for neural network, deep learning and machine learning models

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

RefineDet.PyTorch

A higher performance PyTorch implementation of Single-Shot Refinement Neural Network for Object Detection

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

mmcv

OpenMMLab Computer Vision Foundation

tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

mmdetection

OpenMMLab Detection Toolbox and Benchmark

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

CS583A-2019Spring

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

simple-ssd-for-beginners

This repository contains easy SSD(Single Shot MultiBox Detector) implemented with Pytorch and is easy to read and learn

Caffe_Manual

Caffe使用教程

caffe

A fork of Caffe with OpenMPI-based Multi-GPU (mainly data parallel) support for action recognition and more. More documentation please see the original readme.

Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

FCOS

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

ConvCRF

This repository contains the reference implementation for our proposed Convolutional CRFs.

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

labelme

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