171 Open Source Instance Segmentation Software Projects
Free and open source instance segmentation code projects including engines, APIs, generators, and tools.
Wkentaro Labelme 7920 ⭐
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Awesome Satellite Imagery Datasets 2498 ⭐
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
Lanenet Lane Detection 1719 ⭐
Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/
Adelaidet 2632 ⭐
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
Paddledetection 6263 ⭐
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
Adaptis 324 ⭐
[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829
Panoptic Deeplab 461 ⭐
This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)
Tfwss 215 ⭐
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).
Instancesegmentation_sentinel2 246 ⭐
🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
Instance Segmentation With Discriminative Loss Tensorflow 161 ⭐
Tensorflow implementation of "Semantic Instance Segmentation with a Discriminative Loss Function"
Keraspersonlab 161 ⭐
Keras-tensorflow implementation of PersonLab (https://arxiv.org/abs/1803.08225)
Tfvos 152 ⭐
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.
Solov2 214 ⭐
SOLOv2: Dynamic, Faster and Stronger, achives 39.5mAP on coco test-dev (36 epochs result)
Data_science_bowl_2018 152 ⭐
My 5th place (out of 816 teams) solution to The 2018 Data Science Bowl organized by Booz Allen Hamilton
Weakly Supervised Panoptic Segmentation 156 ⭐
Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)
Deepco3 130 ⭐
[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)
Ciou 236 ⭐
Complete-IoU (CIoU) Loss and Cluster-NMS for Object Detection and Instance Segmentation (YOLACT)
Countseg 137 ⭐
Official code for "Object counting and instance segmentation with image-level supervision", in CVPR 2019 and TPAMI 2020
Ac Fpn 145 ⭐
Implement of paper 《Attention-guided Context Feature Pyramid Network for Object Detection》
Psconv 158 ⭐
[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer
Pytorch Polygon Rnn 98 ⭐
Pytorch implementation of Polygon-RNN(http://www.cs.toronto.edu/polyrnn/poly_cvpr17/)
Light Condition Style Transfer 122 ⭐
Lane Detection in Low-light Conditions Using an Efficient Data Enhancement : Light Conditions Style Transfer (IV 2020)
Awesome Referring Image Segmentation 152 ⭐
:books: A collection of papers about Referring Image Segmentation.
Custom Mask Rcnn Using Tensorfow Object Detection API 70 ⭐
A sample project to build a custom Mask RCNN model using Tensorflow object detection API
Ildoonet Data Science Bowl 2018 57 ⭐
End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle
Maskrcnn Modanet 63 ⭐
A Mask R-CNN Keras implementation with Modanet annotations on the Paperdoll dataset
Chainer Mask Rcnn 56 ⭐
Chainer Implementation of Mask R-CNN. (Training code to reproduce the original result is available.)
Turkey 62 ⭐
Easily create a web UI on Amazon Mechanical Turk to crowd-source instance segmentation data
Yolact_fcos 84 ⭐
YOLACT: Real-time Instance Segmentation on the FCOS detector (without bbox cropping), achives 35.2mAP on coco val
Chainer Fcis 44 ⭐
[This project has moved to ChainerCV] Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation
Isaid_devkit 88 ⭐
[CVPR'W19-Oral] Official repository for "iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images"
Tensorflow Yolact 88 ⭐
Implementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2
Bpycv 234 ⭐
Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)
Image Segmentation 55 ⭐
Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available
Object Detection And Image Segmentation With Detectron2 120 ⭐
Object Detection and Image Segmentation with Detectron2
Mask Rcnn Edge Agreement Loss 39 ⭐
Reference implementation of "Faster Training of Mask R-CNN by Focusing on Instance Boundaries"
Cameraobjectsdetection 29 ⭐
Real-time camera objects detection application written in Python & applying Mask R-CNN algorithm.
Pytorch Mask Rcnn Samples 35 ⭐
Example notebooks on building PyTorch, preparing data and training as well as an updated project from a PyTorch MaskRCNN port
Unet Instance Cell Segmentation 27 ⭐
[Pytorch] This project aims to perform well at instance segmentation on the BBBC006 cells dataset. We tested UNet over several configurations including the loss function, evaluation function and the datasets.
Detectron2 Train A Instance Segmentation Model 73 ⭐
Learn how to train a custom instance segmentation model with Detectron2
Pytorch Box2pix 19 ⭐
WIP implementation of "Box2Pix: Single-Shot Instance Segmentation by Assigning Pixels to Object Boxes"
Mmdetection_instance_segmentation_demo 23 ⭐
How to train an instance segmentation model with mmdetection
Yolact_pytorch 36 ⭐
:fire: :fire: :fire:Train Your Own DataSet for YOLACT and YOLACT++ Instance Segmentation Model!!!
Remo Python 163 ⭐
:rabbit: Python lib for remo - the app for annotations and images management in Computer Vision