84 Open Source Coco Software Projects
Free and open source coco code projects including engines, APIs, generators, and tools.
Toandaominh1997 Efficientdet.pytorch 1420 ⭐
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
Coco Annotator 1454 ⭐
:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints
Imglab 801 ⭐
To speedup and simplify image labeling/ annotation process with multiple supported formats.
Segmentron 593 ⭐
Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)
Pytorch Human Pose Estimation 383 ⭐
Implementation of various human pose estimation models in pytorch on multiple datasets (MPII & COCO) along with pretrained models
Ming71 Toolbox 333 ⭐
various cv tools, such as label tools, data augmentation, label conversion, etc.
Nas_fpn_tensorflow 205 ⭐
NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection.
Repo 2018 165 ⭐
Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core
Faster Rcnn_tensorflow 150 ⭐
This is a tensorflow re-implementation of Faster R-CNN: Towards Real-Time ObjectDetection with Region Proposal Networks.
Segcaps 60 ⭐
A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.
Chainer Mask Rcnn 56 ⭐
Chainer Implementation of Mask R-CNN. (Training code to reproduce the original result is available.)
Detectionstudio 66 ⭐
Tool to evaluate deep-learning detection and segmentation models, and to create datasets
Pytorch Imagenet Cifar Coco Voc Training 222 ⭐
Training examples and results for ImageNet(ILSVRC2012)/COCO2017/VOC2007+VOC2012 datasets.Include ResNet/DarkNet/RegNet/RetinaNet/FCOS/CenterNet/YOLO series.
Math_object_detection 56 ⭐
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.
Awesome Coco 36 ⭐
A curated list of awesome Tandy Color Computer development tools, software and resources.
Semanticsegmentation 89 ⭐
A framework for training segmentation models in pytorch on labelme annotations with pretrained examples of skin, cat, and pizza topping segmentation
Label Studio Converter 67 ⭐
Tools for converting Label Studio annotations into common dataset formats
Segmentation.data 15 ⭐
Processing deep-learning datasets (i.e. coco, pascal voc, cityscapes, pascal context)
Torchdistill 527 ⭐
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆20 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
Up Detr 355 ⭐
[CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers
Unidet 324 ⭐
Object detection on multiple datasets with an automatically learned unified label space.
Sahi 499 ⭐
A lightweight vision library for performing large scale object detection/ instance segmentation.
Datumaro 222 ⭐
Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.
Easy_detection 161 ⭐
Repri For Few Shot Segmentation 112 ⭐
(CVPR 2021) Code for our method RePRI for Few-Shot Segmentation. Paper at http://arxiv.org/abs/2012.06166
Pytorch Spiking Yolov3 102 ⭐
A PyTorch implementation of Spiking-YOLOv3. Two branches are provided, based on two common PyTorch implementation of YOLOv3(ultralytics/yolov3 & eriklindernoren/PyTorch-YOLOv3), with support for Spiking-YOLOv3-Tiny at present.
Qpic 78 ⭐
Repo for CVPR2021 paper "QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information"
Lkevinzc Dance 38 ⭐
Code for "DANCE: A Deep Attentive Contour Model for Efficient Instance Segmentation", WACV2021
Pdq_evaluation 27 ⭐
Evaluation code for using probabilistic detection quality (PDQ) measure for probabilistic object detection tasks. Currently supports COCO and robotic vision challenge (RVC) data.
Canonicalsg2im 19 ⭐
Code for "Learning Canonical Representations for Scene Graph to Image Generation", Herzig & Bar et al., ECCV2020
Willbrennan Objectdetection 11 ⭐
A framework for training mask-rcnn in pytorch on labelme annotations with pretrained examples of skin, cat, pizza topping, and cutlery object detection and instance segmentation
Hnd Ghnd Object Detectors 16 ⭐
[ICPR 2020] "Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks" and [MobiCom EMDL 2020] "Split Computing for Complex Object Detectors: Challenges and Preliminary Results"
Augmented Maskrcnn 11 ⭐
Object detection and instance segmentation on MaskRCNN with torchvision, albumentations, tensorboard and cocoapi. Supports custom coco datasets with positive/negative samples.
Maplestorydetectionsamplegenerator 10 ⭐
Generate machine learning object detection samples from Maplestory in different formats (TFRecord, darknet, COCO...)
Pylabel 79 ⭐
Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.