instance-segmentation
There are 656 repositories under instance-segmentation topic.
open-mmlab/mmdetection
OpenMMLab Detection Toolbox and Benchmark
matterport/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
ultralytics/ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
roboflow/supervision
We write your reusable computer vision tools. 💜
labelmeai/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.
dbolya/yolact
A simple, fully convolutional model for real-time instance segmentation.
obss/sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
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
WXinlong/SOLO
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
QingyongHu/SoTA-Point-Cloud
🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey
autodistill/autodistill
Images to inference with no labeling (use foundation models to train supervised models).
MasterBin-IIAU/UNINEXT
[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval
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"
SHI-Labs/OneFormer
OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023
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
haotian-liu/yolact_edge
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
xvjiarui/GCNet
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
roboflow/inference
A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
ayoolaolafenwa/PixelLib
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
IDEA-Research/MaskDINO
[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"
roboflow/multimodal-maestro
Effective prompting for Large Multimodal Models like GPT-4 Vision, LLaVA or CogVLM. 🔥
NVlabs/ODISE
Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]
youngwanLEE/centermask2
[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation
youngwanLEE/CenterMask
[CVPR 2020] CenterMask : Real-Time Anchor-Free Instance Segmentation
Epiphqny/VisTR
[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers
fidler-lab/polyrnn-pp
Inference Code for Polygon-RNN++ (CVPR 2018)
fidler-lab/polyrnn-pp-pytorch
PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)
dbolya/tide
A General Toolbox for Identifying Object Detection Errors
qqlu/Entity
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
ming71/mmdetection-annotated
mmdetection源码注释