There are 65 repositories under instance-segmentation topic.
OpenMMLab Detection Toolbox and Benchmark
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
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.
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
A Simple and Versatile Framework for Object Detection and Instance Recognition
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
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.
🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey
PANet for Instance Segmentation and Object Detection
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation
[CVPR 2020] CenterMask : Real-Time Anchor-Free Instance Segmentation
Inference Code for Polygon-RNN++ (CVPR 2018)
PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)
[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers
[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation
UPSNet: A Unified Panoptic Segmentation Network
A General Toolbox for Identifying Object Detection Errors
🔥🔥Official Repository for Multi-Human-Parsing (MHP)🔥🔥
Detectorch - detectron for PyTorch
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)
Next-generation Video instance recognition framework on top of Detectron2 which supports InstMove (CVPR 2023), SeqFormer(ECCV Oral), and IDOL(ECCV Oral))
[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"
SparseInst: Sparse Instance Activation for Real-Time Instance Segmentation, CVPR 2022
The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6
Copy-paste augmentation for segmentation and detection tasks
Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.