instance-segmentation

There are 82 repositories under instance-segmentation topic.

ultralytics
ultralytics / ultralytics
Ultralytics YOLO 🚀
hub ultralytics yolov8 yolo deep-learning image-classification machine-learning object-detection pytorch tracking instance-segmentation yolov10 yolo-world yolo11 cli computer-vision python pose-estimation rotated-object-detection segment-anything
Language:Python 48452
supervision
roboflow / supervision
We write your reusable computer vision tools. 💜
classification coco computer-vision deep-learning hacktoberfest image-processing instance-segmentation low-code machine-learning metrics object-detection oriented-bounding-box pascal-voc python pytorch tensorflow tracking video-processing yolo
Language:Python 35851
open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
cascade-rcnn convnext detr fast-rcnn faster-rcnn glip grounding-dino instance-segmentation mask-rcnn object-detection panoptic-segmentation pytorch retinanet rtmdet semisupervised-learning ssd swin-transformer transformer vision-transformer yolo
Language:Python 31973
matterport / Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
instance-segmentation keras mask-rcnn object-detection tensorflow
Language:Python 25411
wkentaro / labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
image-annotation python computer-vision annotations deep-learning semantic-segmentation instance-segmentation video-annotation classification
Language:Python 15220
PaddlePaddle / PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
blazeface deepsort detr face-detection fairmot faster-rcnn fcos human-activity-recognition human-pose-estimation instance-segmentation mask-rcnn multi-object-tracking object-detection picodet pp-yolo rt-detr yolov3 yolov5 yolov7 yolox
Language:Python 13882
CVHub520 / X-AnyLabeling
Effortless data labeling with AI support from Segment Anything and other awesome models.
artificial-intelligence clip computer-vision deep-learning groundingdino image-annotation-tool image-classification image-labeling-tool image-matting instance-segmentation machine-learning object-detection ocr onnxruntime paddlepaddle pose-estimation rotated-object-detection sam vision-language-model yolo
Language:Python 6918
dbolya / yolact
A simple, fully convolutional model for real-time instance segmentation.
instance-segmentation pytorch real-time realtime yolact
Language:Python 5190
sahi
obss / sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
object-detection instance-segmentation computer-vision small-object-detection large-image mmdetection pytorch python coco deep-learning machine-learning remote-sensing huggingface fiftyone satellite tiling explainable-ai oriented-object-detection yolo11 hacktoberfest
Language:Python 4919
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.
computer-vision detr instance-segmentation machine-learning object-detection rf-detr sota
Language:Python 4155
awesome-satellite-imagery-datasets
chrieke / awesome-satellite-imagery-datasets
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
satellite-imagery computer-vision deep-learning remote-sensing earth-observation machine-learning object-detection instance-segmentation
3835
aim-uofa / AdelaiDet
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
fcos blendmask abcnet object-detection instance-segmentation ocr text-recognition meinst text-detection condinst solo boxinst solov2 densecl adelaidet
Language:Python 3461
lucasjinreal / yolov7_d2
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
yolo yolox detection detextron2 tensorrt yolov6 yolov7 face transformers detr instance-segmentation onnx object-detection
Language:Python 3124
tusen-ai / simpledet
A Simple and Versatile Framework for Object Detection and Instance Recognition
instance-segmentation mxnet object-detection
Language:Python 3088
MaybeShewill-CV / lanenet-lane-detection
Unofficial implemention of lanenet model for real time lane detection
deep-learning instance-segmentation lane-detection lane-finding lane-lines-detection lanenet self-driving-car tensorflow
Language:Python 2511
autodistill
autodistill / autodistill
Images to inference with no labeling (use foundation models to train supervised models).
auto-labeling computer-vision deep-learning foundation-models grounding-dino image-annotation image-classification instance-segmentation labeling-tool machine-learning model-distillation multimodal object-detection pytorch segment-anything yolov5 yolov8
Language:Python 2440
inference
roboflow / inference
Turn any computer or edge device into a command center for your computer vision projects.
agents classification computer-vision deployment docker inference inference-api inference-server instance-segmentation jetson machine-learning object-detection onnx python tensorrt vit yolo11 yolov12 yolov5 yolov8
Language:Python 2034
NVlabs / MambaVision
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
deep-learning foundation-models image-classification mamba self-attention vision-transformer visual-recognition hybrid-models huggingface-transformers transformers instance-segmentation object-detection semantic-segmentation
Language:Python 1846
WXinlong / SOLO
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
solo instance-segmentation object-detection pytorch solov2
Language:Python 1742
SHI-Labs / OneFormer
[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation
ade20k cityscapes coco image-segmentation instance-segmentation oneformer panoptic-segmentation semantic-segmentation transformer universal-segmentation
Language:Jupyter Notebook 1683
QingyongHu / SoTA-Point-Cloud
🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey
3d-classification 3d-deep-learning 3d-detection 3d-segmentation 3d-tracking instance-segmentation pointclouds semantic-segmentation
1623
TensorRT-YOLO
laugh12321 / TensorRT-YOLO
🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️
tensorrt tensorrt-inference tensorrt10 computer-vision image-classification instance-segmentation object-detection pose-estimation rotated-object-detection ultralytics yolo yolo11 yolo12 yolov10 yolov3 yolov5 yolov6 yolov7 yolov8 yolov9
Language:C++ 1520
IDEA-Research / MaskDINO
[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"
instance-segmentation object-detection panoptic-segmentation semantic-segmentation
Language:Python 1435
SparK
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"
bert convnet convolutional-neural-networks masked-image-modeling pre-trained-model self-supervised-learning sparse-convolution ssl cnn iclr iclr2023 deep-learning object-detection pytorch instance-segmentation mask-rcnn mae masked-autoencoder pretrain pretraining
Language:Python 1361
ShuLiu1993 / PANet
PANet for Instance Segmentation and Object Detection
instance-segmentation object-detection
Language:Python 1348
d-li14 / involution
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
cvpr2021 image-classification instance-segmentation involution object-detection operator pre-trained-model pytorch semantic-segmentation
Language:Python 1315
WisconsinAIVision / yolact_edge
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
realtime real-time instance-segmentation yolactedge pytorch edge-devices
Language:Python 1309
MasterBin-IIAU / UNINEXT
[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval
instance-segmentation multi-object-tracking-segmentation multiple-object-tracking object-detection object-tracking perception referring-expression-comprehension referring-expression-segmentation referring-video-object-segmentation single-object-tracking unified-model video-instance-segmentation video-object-segmentation
Language:Python 1277
xvjiarui / GCNet
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
object-detection instance-segmentation computer-vision deep-learning
Language:Python 1214
ayoolaolafenwa / PixelLib
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
computer-vision machine-learning artificial-intelligence image-segmentation semantic-segmentation instance-segmentation video-segmentation deeplab deeplearning maskr-cnn tensorflow deep-learning pointrend pytorch convolutional-neural-networks segmentation object-detection
Language:Python 1074
qqlu / Entity
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
cnn computer-vision condinst deep-learning detectron2 fcos image-segmentation instance-segmentation object-detection panoptic-segmentation pretrained-models pretrained-weights pretraining pytorch segmentation semantic-segmentation
Language:Jupyter Notebook 1032
NVlabs / ODISE
Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]
deep-learning instance-segmentation panoptic-segmentation pytorch semantic-segmentation diffusion-models text-image-retrieval zero-shot-learning open-vocabulary open-vocabulary-segmentation open-world-classification open-world-object-detection open-vocabulary-semantic-segmentation
Language:Python 930
mgonzs13 / yolo_ros
Ultralytics YOLOv8, YOLOv9, YOLOv10, YOLOv11, YOLOv12 for ROS 2
object-detection ros2 ultralytics yolov8 object-tracking 3d-human-pose-estimation 3d-object-detection human-pose-estimation instance-segmentation yolov9 yolov10 obb oriented-bounding-box yolov11 yolov12 yoloe yolo
Language:Python 871
MarkMoHR / Awesome-Referring-Image-Segmentation
:books: A collection of papers about Referring Image Segmentation.
image-segmentation instance-segmentation language referring-expressions referring-image-segmentation referring-segmentation segmentation-datasets semantic-segmentation text-based text-based-segmentation
781
youngwanLEE / centermask2
[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation
anchor-free centermask cvpr2020 detectron2 instance-segmentation object-detection pytorch real-time vovnet vovnetv2
Language:Python 777
youngwanLEE / CenterMask
[CVPR 2020] CenterMask : Real-Time Anchor-Free Instance Segmentation
instance-segmentation object-detection centermask vovnet vovnetv2 cvpr2020
Language:Python 776