instance-segmentation

There are 72 repositories under instance-segmentation topic.

open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
object-detection instance-segmentation fast-rcnn faster-rcnn mask-rcnn cascade-rcnn ssd retinanet pytorch panoptic-segmentation rtmdet semisupervised-learning swin-transformer transformer vision-transformer yolo convnext detr glip grounding-dino
Language:Python 27990
matterport / Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
mask-rcnn tensorflow object-detection instance-segmentation keras
Language:Python 24195
ultralytics
ultralytics / ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
hub ultralytics yolov8 yolov5 yolo yolov3 deep-learning image-classification machine-learning object-detection pytorch pose tracking instance-segmentation yolo-world obb
Language:Python 23633
supervision
roboflow / supervision
We write your reusable computer vision tools. 💜
computer-vision image-processing python yolo instance-segmentation object-detection tracking video-processing coco pascal-voc deep-learning metrics machine-learning pytorch tensorflow classification oriented-bounding-box low-code
Language:Python 14661
labelmeai / 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 12442
PaddlePaddle / PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
object-detection instance-segmentation faster-rcnn mask-rcnn yolov3 blazeface face-detection fcos pp-yolo fairmot multi-object-tracking deepsort picodet human-activity-recognition human-pose-estimation yolov5 yolox yolov7 detr rt-detr
Language:Python 12157
dbolya / yolact
A simple, fully convolutional model for real-time instance segmentation.
realtime real-time instance-segmentation yolact pytorch
Language:Python 4938
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 yolov5 coco detectron2 deep-learning machine-learning remote-sensing huggingface fiftyone satellite tiling merge explainable-ai
Language:Python 3622
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
3496
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 3328
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 3129
tusen-ai / simpledet
A Simple and Versatile Framework for Object Detection and Instance Recognition
mxnet object-detection instance-segmentation
Language:Python 3078
MaybeShewill-CV / lanenet-lane-detection
Unofficial implemention of lanenet model for real time lane detection
lanenet self-driving-car deep-learning instance-segmentation tensorflow lane-detection lane-finding lane-lines-detection
Language:Python 2272
WXinlong / SOLO
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
solo instance-segmentation object-detection pytorch solov2
Language:Python 1667
autodistill
autodistill / autodistill
Images to inference with no labeling (use foundation models to train supervised models).
computer-vision model-distillation auto-labeling deep-learning foundation-models grounding-dino image-annotation image-classification instance-segmentation labeling-tool machine-learning multimodal object-detection pytorch segment-anything yolov5 yolov8
Language:Python 1557
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
1530
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 1447
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 1389
SHI-Labs / OneFormer
OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023
ade20k cityscapes coco image-segmentation instance-segmentation panoptic-segmentation semantic-segmentation transformer oneformer universal-segmentation
Language:Jupyter Notebook 1346
ShuLiu1993 / PANet
PANet for Instance Segmentation and Object Detection
instance-segmentation object-detection
Language:Python 1324
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 1305
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 1260
xvjiarui / GCNet
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
object-detection instance-segmentation computer-vision deep-learning
Language:Python 1177
inference
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.
classification computer-vision deployment docker inference inference-api inference-server instance-segmentation jetson machine-learning object-detection onnx python server tensorrt vit yolact yolov5 yolov7 yolov8
Language:Python 1052
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 1044
ayoolaolafenwa / PixelLib
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
artificial-intelligence computer-vision convolutional-neural-networks deep-learning deeplab deeplearning image-segmentation instance-segmentation machine-learning maskr-cnn object-detection pointrend pytorch segmentation semantic-segmentation tensorflow video-segmentation
Language:Python 1018
roboflow / multimodal-maestro
Effective prompting for Large Multimodal Models like GPT-4 Vision, LLaVA or CogVLM. 🔥
cross-modal gpt-4 gpt-4-vision instance-segmentation llava lmm multimodality object-detection prompt-engineering segment-anything vision-language-model visual-prompting
Language:Python 955
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 804
youngwanLEE / centermask2
[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation
centermask detectron2 object-detection instance-segmentation anchor-free vovnet vovnetv2 real-time pytorch cvpr2020
Language:Python 769
youngwanLEE / CenterMask
[CVPR 2020] CenterMask : Real-Time Anchor-Free Instance Segmentation
instance-segmentation object-detection centermask vovnet vovnetv2 cvpr2020
Language:Python 760
Epiphqny / VisTR
[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers
cvpr2021 video-instance-segmentation transformers instance-segmentation
Language:Python 735
fidler-lab / polyrnn-pp
Inference Code for Polygon-RNN++ (CVPR 2018)
cvpr2018 tensorflow deep-learning instance-segmentation instance-annotation polygon-rnn polyrnn annotation labelling
Language:Jupyter Notebook 730
fidler-lab / polyrnn-pp-pytorch
PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)
cvpr2018 pytorch deep-learning instance-segmentation polygon-rnn annotation labelling
702
dbolya / tide
A General Toolbox for Identifying Object Detection Errors
object-detection instance-segmentation evaluation toolbox errors error-detection
Language:Python 691
qqlu / Entity
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
image-segmentation segmentation pytorch instance-segmentation panoptic-segmentation semantic-segmentation object-detection fcos condinst detectron2 pretrained-weights pretrained-models computer-vision deep-learning cnn pretraining
Language:Jupyter Notebook 669
ming71 / mmdetection-annotated
mmdetection源码注释
object-detection pytorch mmdetection instance-segmentation
Language:Python 656