806 Open source projects that are alternatives of or similar to Fastmaskrcnn

Training examples and results for ImageNet(ILSVRC2012)/CIFAR100/COCO2017/VOC2007+VOC2012 datasets.Image Classification/Object Detection.Include ResNet/EfficientNet/VovNet/DarkNet/RegNet/RetinaNet/FCOS/CenterNet/YOLOv3.

《深度学习与计算机视觉》配套代码

The U-Net Segmentation plugin for Fiji (ImageJ)

Deformable convolution net on Tensorflow

A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.

✏️ Web-based image segmentation tool for object detection, localization, and keypoints

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.

Trainable models and NN optimization tools

Papers and Datasets about Point Cloud.

A Fast and Open Source Autonomous Perception System.

Multiple Object Tracking System in Keras + (Detection Network - YOLO)

Code for https://unsupervised-llamas.com

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

An image recognition/object detection model that detects handwritten digits and simple math operators. The output of the predicted objects (numbers & math operators) is then evaluated and solved.

Face detection using deep learning.

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

A framework for training segmentation models in pytorch on labelme annotations with pretrained examples of skin, cat, and pizza topping segmentation

[CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

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

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

Perception toolkit for sim2real training and validation

OpenMMLab Model Compression Toolbox and Benchmark.

A Python toolbox for computer vision research and project

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

Resurces for MRI images processing and deep learning in 3D

Variants of Vision Transformer and its downstream tasks

FastER RCNN built on tensorflow

Dstl Satellite Imagery Feature Detection

convert dataset to coco/voc format

FoveaBox: Beyond Anchor-based Object Detector

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

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

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

ICCV2019最新录用情况

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

All-in-one Toolbox for Computer Vision Research.

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

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

🎨 🎨 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/

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

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

Awesome GAN for Medical Imaging

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

Collections of model quantization algorithms

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

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

Regional-Convolution Neural Network for blink detection based on contouring.

Keras/Tensorflow attention models including beit,botnet,CMT,CoaT,CoAtNet,convnext,cotnet,davit,efficientdet,efficientnet,fbnet,gmlp,halonet,lcnet,levit,mlp-mixer,mobilevit,nfnets,regnet,resmlp,resnest,resnext,resnetd,swin,tinynet,uniformer,volo,wavemlp,yolor,yolox

Holistically-Nested Edge Detection

Superpixels segmentation algorithms with QT and OpenCV, with a nice GUI to colorize the cells

The LiDAR segmenters library, for segmentation-based detection.

IceData: Datasets Hub for the *IceVision* Framework

PyTorch Implementation for Segmentation and Saliency Prediction

various cv tools, such as label tools, data augmentation, label conversion, etc.

Multi-platform, free open source software for visualization and image computing.

Code and models for paper "Robust Minutiae Extractor: Integrating Deep Networks and Fingerprint Domain Knowledge" at International Conference on Biometrics (ICB) 2018

Automatic detection of defected solar panel modules

Web Application Security Scanner Framework