106 Open source projects that are alternatives of or similar to labelme2coco

How to train an instance segmentation model with mmdetection

Associatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019

[CVPR'19] JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds

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

Tensorflow implementation of "Semantic Instance Segmentation with a Discriminative Loss Function"

Convert LabelMe Annotation Tool JSON format to YOLO text file format

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

Paper notes in deep learning/machine learning and computer vision

🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

PANet for Instance Segmentation and Object Detection

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

Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available

Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)

[This project has moved to ChainerCV] Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation

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

VoVNet backbone networks for detectron2, in CVPR 2020

SWA Object Detection

Lane Detection in Low-light Conditions Using an Efficient Data Enhancement : Light Conditions Style Transfer (IV 2020)

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.

📚 A collection of papers about Referring Image Segmentation.

Side projects and hands-on work

SOLOv2: Dynamic, Faster and Stronger, achives 39.5mAP on coco test-dev (36 epochs result)

End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle

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

Keras-tensorflow implementation of PersonLab (https://arxiv.org/abs/1803.08225)

The Official PyTorch Implementation of DiscoBox.

SOLO: Segmenting Objects by Locations

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

Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.

No description or website provided.

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

Cut and paste augmentation for object detection and instance segmentation

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

Flood-Filling Networks for instance segmentation in 3d volumes.

Copy-paste augmentation for segmentation and detection tasks

Instance segmentation for anime characters based on CondInst and SOLOv2

Official code for "Object counting and instance segmentation with image-level supervision", in CVPR 2019 and TPAMI 2020

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

[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)

Implementation of ECCV20 paper: the devil is in classification: a simple framework for long-tail object detection and instance segmentation

Implement of paper 《Attention-guided Context Feature Pyramid Network for Object Detection》

OpenMMLab Detection Toolbox and Benchmark

Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/

python scripts to convert labelme-generated-jsons to voc/coco style datasets.

Conditional Convolutions for Instance Segmentation, achives 37.1mAP on coco val

Weakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).

Unsupervised instance segmentation via active robot interaction

[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

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

PyTorch re-implementation of DeepMask

YOLACT: Real-time Instance Segmentation on the FCOS detector (without bbox cropping), achives 35.2mAP on coco val

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

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

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

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

SOLOv2 pytorch (without mmdetection and mmcv)

Cell Detection with PyTorch.

Implementation of DropLoss for Long-Tail Instance Segmentation in Pytorch