910 Open source projects that are alternatives of or similar to Centermask2

SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.

Detectorch - detectron for PyTorch

SWA Object Detection

mmdetection源码注释

Tensorflow 2.x implementation YOLACT

The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"

Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.

Boundary-preserving Mask R-CNN (ECCV 2020)

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Implementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2

[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

High-performance multiple object tracking based on YOLO, Deep SORT, and optical flow

CenterMask : Real-Time Anchor-Free Instance Segmentation, in CVPR 2020

A General Toolbox for Identifying Object Detection Errors

PANet for Instance Segmentation and Object Detection

Yolo (Real time object detection) model training tutorial with deep learning neural networks

Mask R-CNN for object detection and instance segmentation on Pytorch

Real-time Detectron using webcam.

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

Complete-IoU (CIoU) Loss and Cluster-NMS for Object Detection and Instance Segmentation (YOLACT)

VoVNet backbone networks for detectron2, in CVPR 2020

Caffe2 on iOS Real-time Demo. Test with Your Own Model and Photos.

Real-time people Multitracker using YOLO v2 and deep_sort with tensorflow

JavaScript object detection lightweight library for augmented reality (WebXR demos included). It uses convolutional neural networks running on the GPU with WebGL.

Real time instance segmentation with Mask R-CNN, live from webcam feed.

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

OpenMMLab Detection Toolbox and Benchmark

A Simple and Versatile Framework for Object Detection and Instance Recognition

D2Det: Towards High Quality Object Detection and Instance Segmentation (CVPR2020)

The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

Plug and Play Real-Time Object Detection App with Tensorflow and OpenCV. No Bugs No Worries. Enjoy!

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

🐰 Python lib for remo - the app for annotations and images management in Computer Vision

Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.

A Mask R-CNN Keras implementation with Modanet annotations on the Paperdoll dataset

An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)

🚖 Object Detection (YOLOv1) implentation in tensorflow, with training, testing and video features.

YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point Cloud (ECCV 2018)

YOLO3 动漫人脸检测 (Based on keras and tensorflow) 2019-1-19

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

Research platform for 3D object detection in PyTorch.

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

My 5th place (out of 816 teams) solution to The 2018 Data Science Bowl organized by Booz Allen Hamilton

Copy-paste augmentation for segmentation and detection tasks

Siamese Mask R-CNN model for one-shot instance segmentation

A simple, fully convolutional model for real-time instance segmentation.

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

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

This repository provides train＆test code, dataset, det.&rec. annotation, evaluation script, annotation tool, and ranking.

Gluon CV Toolkit

UPSNet: A Unified Panoptic Segmentation Network

A Python wrapper on Darknet. Compatible with YOLO V3.

YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

Lighthouse 2 framework for real-time ray tracing

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

Two-stage CenterNet