939 Open source projects that are alternatives of or similar to Detectron.pytorch

Perception toolkit for sim2real training and validation

API for the dataset proposed in "Pose2Seg: Detection Free Human Instance Segmentation" @ CVPR2019.

Variants of Vision Transformer and its downstream tasks

Holistically-Nested Edge Detection

Dstl Satellite Imagery Feature Detection

SynthDet - An end-to-end object detection pipeline using synthetic data

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

The U-Net Segmentation plugin for Fiji (ImageJ)

《深度学习与计算机视觉》配套代码

Papers and Datasets about Point Cloud.

A Fast and Open Source Autonomous Perception System.

Camouflaged Object Detection, CVPR 2020 (Oral & Reported by the New Scientist Magazine)

Classification and Segmentation with Mask-RCNN of Skin Cancer using ISIC dataset

TensorRT Examples (TensorRT, Jetson Nano, Python, C++)

Code for the paper "Pose2Seg: Detection Free Human Instance Segmentation" @ CVPR2019.

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

🎨 🎨 深度学习 卷积神经网络教程 ：图像识别，目标检测，语义分割，实例分割，人脸识别，神经风格转换，GAN等🎨🎨 https://dataxujing.github.io/CNN-paper2/

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

Collections of model quantization algorithms

👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

GPU Accelerated TensorFlow Lite applications on Android NDK. Higher accuracy face detection, Age and gender estimation, Human pose estimation, Artistic style transfer

R-GBD Person Tracking is a ROS framework for detecting and tracking people from a mobile robot.

Inspired from Mask R-CNN to build a multi-task learning, two-branch architecture: one branch based on YOLOv2 for object detection, the other branch for instance segmentation. Simply tested on Rice and Shapes. MobileNet supported.

A Python toolbox for computer vision research and project

Fashion Item segmentation with Mask_RCNN

The code for preparing the training data for crowd counting / segmentation algorithm.

Awesome GAN for Medical Imaging

This is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".

OpenMMLab Model Compression Toolbox and Benchmark.

face keypoints deteciton based on stackedhourglass

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.

ICCV2019最新录用情况

🔥🔥Official Repository for Multi-Human-Parsing (MHP)🔥🔥

All-in-one Toolbox for Computer Vision Research.

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Trainable models and NN optimization tools

Mask RCNN in TensorFlow

Caffe models (including classification, detection and segmentation) and deploy files for famouse networks

Resurces for MRI images processing and deep learning in 3D

Code for https://unsupervised-llamas.com

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

Stemmer for German

TensorFlow implementation for the paper "Automated Deep Photo Style Transfer"

Reference implementation of "Faster Training of Mask R-CNN by Focusing on Instance Boundaries"

Valencia Region Image Bank (BIMCV) that combines data from the PadChest dataset with future datasets based on COVID-19 pathology to provide the open scientific community with data of clinical-scientific value that helps early detection of COVID-19

Detectron with VoVNet(CVPRW'19) backbone networks

A library for detecting file types.

A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.

Pre-trained model, code, and materials from the paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation" (MICCAI 2019).

基于深度学习的驾驶员分心驾驶行为（疲劳+危险行为）预警系统使用YOLOv5+Deepsort实现驾驶员的危险驾驶行为的预警监测

Detect whether an IP address belongs to a Tor exit node.

The complete blood count (CBC) dataset contains a total of 360 blood smear images of red blood cells (RBCs), white blood cells (WBCs), and Platelets with annotations.

[CVPR 2019, Oral] "Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images" by Wuyang Chen*, Ziyu Jiang*, Zhangyang Wang, Kexin Cui, and Xiaoning Qian

[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code 🌟. Semi-supervised video object segmentation evaluation.

A simple and lightweight browser detection and logger library

Semi-Supervised Video Object Segmentation(VOS) Paper List