instance-segmentation

There are 65 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
Language:Python 23394
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 22821
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 9937
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 cascade-rcnn ssd yolov3 blazeface face-detection fcos pp-yolo fairmot multi-object-tracking deepsort picodet human-activity-recognition human-pose-estimation yolov5 yolox yolov7
Language:Python 9744
dbolya / yolact
A simple, fully convolutional model for real-time instance segmentation.
realtime real-time instance-segmentation yolact pytorch
Language:Python 4629
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 3110
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
3082
tusen-ai / simpledet
A Simple and Versatile Framework for Object Detection and Instance Recognition
mxnet object-detection instance-segmentation
Language:Python 3039
jinfagang / 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 3034
obss / sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
coco computer-vision deep-learning detectron2 explainable-ai fiftyone huggingface instance-segmentation large-image machine-learning merge mmdetection object-detection python pytorch remote-sensing satellite small-object-detection tiling yolov5
Language:Python 2461
MaybeShewill-CV / lanenet-lane-detection
Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/
lanenet self-driving-car deep-learning instance-segmentation tensorflow lane-detection lane-finding lane-lines-detection
Language:Python 1986
WXinlong / SOLO
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
instance-segmentation object-detection pytorch solo solov2
Language:Python 1562
QingyongHu / SoTA-Point-Cloud
🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey
pointclouds 3d-deep-learning 3d-classification 3d-detection 3d-tracking 3d-segmentation semantic-segmentation instance-segmentation
1410
ShuLiu1993 / PANet
PANet for Instance Segmentation and Object Detection
instance-segmentation object-detection
Language:Python 1287
d-li14 / involution
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
involution operator pytorch image-classification object-detection instance-segmentation semantic-segmentation cvpr2021 pre-trained-model
Language:Python 1280
haotian-liu / yolact_edge
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
edge-devices instance-segmentation pytorch real-time realtime yolactedge
Language:Python 1167
xvjiarui / GCNet
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond
object-detection instance-segmentation computer-vision deep-learning
Language:Python 1118
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 920
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 743
youngwanLEE / CenterMask
[CVPR 2020] CenterMask : Real-Time Anchor-Free Instance Segmentation
instance-segmentation object-detection centermask vovnet vovnetv2 cvpr2020
Language:Python 738
fidler-lab / polyrnn-pp
Inference Code for Polygon-RNN++ (CVPR 2018)
annotation cvpr2018 deep-learning instance-annotation instance-segmentation labelling polygon-rnn polyrnn tensorflow
Language:Jupyter Notebook 731
fidler-lab / polyrnn-pp-pytorch
PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)
cvpr2018 pytorch deep-learning instance-segmentation polygon-rnn annotation labelling
706
Epiphqny / VisTR
[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers
cvpr2021 video-instance-segmentation transformers instance-segmentation
Language:Python 696
SHI-Labs / OneFormer
[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation
ade20k cityscapes coco image-segmentation instance-segmentation panoptic-segmentation semantic-segmentation transformer oneformer universal-segmentation
Language:Jupyter Notebook 632
ming71 / mmdetection-annotated
mmdetection源码注释
instance-segmentation mmdetection object-detection pytorch
Language:Python 630
uber-research / UPSNet
UPSNet: A Unified Panoptic Segmentation Network
panoptic-segmentation scene-parsing instance-segmentation cvpr2019 computer-vision deep-learning
Language:Python 627
dbolya / tide
A General Toolbox for Identifying Object Detection Errors
object-detection instance-segmentation evaluation toolbox errors error-detection
Language:Python 623
ZhaoJ9014 / Multi-Human-Parsing
🔥🔥Official Repository for Multi-Human-Parsing (MHP)🔥🔥
human-parsing multi-human-parsing instance-segmentation parsing segmentation detection scene-understanding group-behavior-analysis human-centric-analysis mhp semantic evaluation-metric nus annotations
Language:JavaScript 612
ignacio-rocco / detectorch
Detectorch - detectron for PyTorch
pytorch detectron object-detection object-segmentation instance-segmentation python
Language:Jupyter Notebook 559
panoptic-deeplab
bowenc0221 / panoptic-deeplab
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)
bottom-up instance-segmentation semantic-segmentation deeplab panoptic-segmentation sementation cvpr2020 cityscapes pytorch detectron2
Language:Python 542
wjf5203 / VNext
Next-generation Video instance recognition framework on top of Detectron2 which supports InstMove (CVPR 2023), SeqFormer(ECCV Oral), and IDOL(ECCV Oral))
instance-segmentation motion object-detection tracking transformer video-instance-segmentation
Language:Python 506
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 496
hustvl / SparseInst
SparseInst: Sparse Instance Activation for Real-Time Instance Segmentation, CVPR 2022
instance-segmentation detectron2 object-detection panoptic-segmentation real-time
Language:Python 479
amirassov / kaggle-imaterialist
The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6
computer-vision mmdetection kaggle object-detection instance-segmentation deep-learning pytorch kaggle-imaterialist hybrid-task-cascade imaterialist
Language:Python 478
conradry / copy-paste-aug
Copy-paste augmentation for segmentation and detection tasks
instance-segmentation object-detection deep-learning data-augmentation copy-paste
Language:Jupyter Notebook 468
oarriaga / paz
Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.
pose-estimation object-detection keypoint-estimation emotion-recognition instance-segmentation face-recognition semantic-segmentation
Language:Python 463