There are 59 repositories under instance-segmentation topic.
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
OpenMMLab Detection Toolbox and Benchmark
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
A simple, fully convolutional model for real-time instance segmentation.
A Simple and Versatile Framework for Object Detection and Instance Recognition
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
PANet for Instance Segmentation and Object Detection
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
Inference Code for Polygon-RNN++ (CVPR 2018)
CenterMask : Real-Time Anchor-Free Instance Segmentation, in CVPR 2020
PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)
CenterMask : Real-time Anchor-Free Instance Segmentation, in CVPR 2020
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
UPSNet: A Unified Panoptic Segmentation Network
[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers
🔥🔥Official Repository for Multi-Human-Parsing (MHP)🔥🔥
Detectorch - detectron for PyTorch
The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6
A General Toolbox for Identifying Object Detection Errors
A lightweight vision library for performing large scale object detection/ instance segmentation.
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)
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]
Copy-paste augmentation for segmentation and detection tasks
This is an official implementation for "Contextual Transformer Networks for Visual Recognition".
[CVPR'19] 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans
🔥3D-BoNet in Tensorflow (NeurIPS 2019, Spotlight)
[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829
Instances as Queries (ICCV 2021)