instance-segmentation
There are 799 repositories under instance-segmentation topic.
ultralytics/ultralytics
Ultralytics YOLO 🚀
roboflow/supervision
We write your reusable computer vision tools. 💜
open-mmlab/mmdetection
OpenMMLab Detection Toolbox and Benchmark
matterport/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
wkentaro/labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
PaddlePaddle/PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
CVHub520/X-AnyLabeling
Effortless data labeling with AI support from Segment Anything and other awesome models.
dbolya/yolact
A simple, fully convolutional model for real-time instance segmentation.
obss/sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
roboflow/rf-detr
RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO and designed for fine-tuning.
chrieke/awesome-satellite-imagery-datasets
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
aim-uofa/AdelaiDet
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
lucasjinreal/yolov7_d2
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
tusen-ai/simpledet
A Simple and Versatile Framework for Object Detection and Instance Recognition
MaybeShewill-CV/lanenet-lane-detection
Unofficial implemention of lanenet model for real time lane detection
autodistill/autodistill
Images to inference with no labeling (use foundation models to train supervised models).
roboflow/inference
Turn any computer or edge device into a command center for your computer vision projects.
NVlabs/MambaVision
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
WXinlong/SOLO
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
SHI-Labs/OneFormer
[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation
QingyongHu/SoTA-Point-Cloud
🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey
laugh12321/TensorRT-YOLO
🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️
IDEA-Research/MaskDINO
[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"
keyu-tian/SparK
[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"
ShuLiu1993/PANet
PANet for Instance Segmentation and Object Detection
d-li14/involution
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
WisconsinAIVision/yolact_edge
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
MasterBin-IIAU/UNINEXT
[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval
xvjiarui/GCNet
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
ayoolaolafenwa/PixelLib
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
qqlu/Entity
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
NVlabs/ODISE
Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]
mgonzs13/yolo_ros
Ultralytics YOLOv8, YOLOv9, YOLOv10, YOLOv11, YOLOv12 for ROS 2
MarkMoHR/Awesome-Referring-Image-Segmentation
:books: A collection of papers about Referring Image Segmentation.
youngwanLEE/centermask2
[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation
youngwanLEE/CenterMask
[CVPR 2020] CenterMask : Real-Time Anchor-Free Instance Segmentation