mask-rcnn

There are 23 repositories under mask-rcnn 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 31675
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 25337
microsoft / Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
swin-transformer image-classification object-detection semantic-segmentation imagenet mscoco ade20k mask-rcnn
Language:Python 15188
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 13750
roytseng-tw / Detectron.pytorch
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
mask-rcnn pytorch detection pose-estimation segmentation detectron
Language:Python 2823
SwinTransformer / Swin-Transformer-Object-Detection
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.
mscoco swin-transformer cascade mask-rcnn object-detection reppoints swin
Language:Python 1893
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 1355
MIC-DKFZ / medicaldetectiontoolkit
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
detection retina-unet object-detection mask-rcnn 3d-models deep-learning retina-net deep-neural-networks segmentation semantic-segmentation u-net 3d-mask-rcnn 3d-object-detection medical-imaging medical-image-processing medical-image-computing medical-image-analysis pytorch-deeplearning pytorch-cnn pytorch-implementation
Language:Python 1339
airctic / icevision
An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
object-detection deep-learning pytorch pytorch-lightning python fastai ai computer-vision effecientdet faster-rcnn mask-rcnn annotation-parsers tutorials coco-parser voc-parser pycocotools coco-dataset voc-dataset
Language:Python 866
pedropro / TACO
🌮 Trash Annotations in Context Dataset Toolkit
trash dataset mask-rcnn object-detection litter deep-learning garbage
Language:Jupyter Notebook 673
ryouchinsa / Rectlabel-support
RectLabel is an offline image annotation tool for object detection and segmentation.
object-detection image-classification labelling annotation-tool annotations imagenet label-images detection tensorflow faster-rcnn ssd yolo segmentation mask-rcnn polygon tools image-annotation detectron turicreate video-annotation
Language:Python 542
JDAI-CV / CoTNet
This is an official implementation for "Contextual Transformer Networks for Visual Recognition".
contextual-transformer cotnet image-classification imagenet instance-segmentation mask-rcnn mscoco object-detection semantic-segmentation vision-transformer
Language:Python 531
xmba15 / onnx_runtime_cpp
small c++ library to quickly deploy models using onnxruntime
onnx onnxruntime onnx-cpp cpp tiny-yolov2 mask-rcnn mask-rcnn-cpp yolov3 face-detection yolox object-detection deep-learning paddlepaddle paddleseg paddleseg-onnx superpoint superglue loftr
Language:C++ 374
Mask-RCNN-TF2
ahmedfgad / Mask-RCNN-TF2
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0
object-detection mask-rcnn deep-learning convolutional-neural-networks python tensorflow2 keras-tensorflow keras segmentation computer-vision
Language:Python 334
Building-Detection-MaskRCNN
Mstfakts / Building-Detection-MaskRCNN
Building detection from the SpaceNet dataset by using Mask RCNN.
mask-rcnn building-detection satellite-imagery remote-sensing spacenet-dataset
Language:Jupyter Notebook 242
hustvl / BMaskR-CNN
[ECCV 2020] Boundary-preserving Mask R-CNN
instance-segmentation mask-rcnn maskrcnn mscoco object-detection boundary-detection faster-rcnn detectron2 detectron
Language:Python 197
jytime / Mask_RCNN_Pytorch
Mask R-CNN for object detection and instance segmentation on Pytorch
instance-segmentation mask-rcnn object-detection pytorch
Language:Python 195
oist / Usiigaci
Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning
tensorflow python3 keras resnet-101 visualization cell-biology cell-segmentation machine-learning tracking trackpy mask-rcnn matplotlib
Language:Jupyter Notebook 195
Superlee506 / Mask_RCNN_Humanpose
Mask R-CNN for Human Pose Estimation on Keras and TensorFlow.
human-pose human-pose-estimation keras mask-rcnn tensorflow
Language:Jupyter Notebook 188
hpanwar08 / detectron2
Detectron2 for Document Layout Analysis
document-layout-analysis segmentation maskrcnn object-detection pytorch document-layout semantic-segmentation computer-vision deep-learning neural-networks mask-rcnn python publaynet dla text-detection detectron2 document-image-processing document-image-analysis
Language:Python 186
phamquiluan / PubLayNet
ICDAR 2019: MaskRCNN on PubLayNet datasets. Paragraph detection, table detection, figure detection,...
document-layout-analysis figure-detection mask-rcnn object-detection paragraph-detection pretrained-models publaynet pytorch table-detection
Language:Python 179
FZJ-INM1-BDA / celldetection
Scalable Instance Segmentation using PyTorch & PyTorch Lightning.
cell-detection celldetection pytorch deep-learning instance-segmentation cell-segmentation cell-counting semantic-segmentation unet mask-rcnn fpn cpn object-detection
Language:Python 144
HRNet / HRNet-MaskRCNN-Benchmark
Object detection with multi-level representations generated from deep high-resolution representation learning (HRNetV2h).
faster-rcnn hrnets mask-rcnn object-detection
Language:Python 139
jianing-sun / Mask-YOLO
Inspired from Mask R-CNN to build a multi-task learning, two-branch architecture: one branch based on YOLOv2 for object detection, the other branch for instance segmentation. Simply tested on Rice and Shapes. MobileNet supported.
detection yolo mask-rcnn computer-vision mobilenetv2 multi-task-learning
Language:Jupyter Notebook 112
bendangnuksung / mrcnn_serving_ready
🛠 Mask R-CNN Keras to Tensorflow and TFX models + Serving models using TFX GRPC & RESTAPI
tensorflow-model tensorflow-model-server grpc mask-rcnn tensorflow-keras rest-api
Language:Python 102
shuyucool / Labelme
automatic tagging data, the training data prepare for mask-rcnn
mask-rcnn label-images automation object-detection
Language:Python 98
openvinotoolkit / mmdetection
OpenVINO Training Extensions Object Detection
pytorch openvino onnx onnxruntime computer-vision deep-learning object-detection instance-segmentation ssd fcos atss retinanet faster-rcnn mask-rcnn cascade-rcnn nncf compression quantization-aware-training sparsity
Language:Python 93
TillBeemelmanns / cityscapes-to-coco-conversion
Cityscapes to CoCo Format Conversion Tool for Mask-RCNN and Detectron
cityscapes mask-rcnn cocodataset coco-format cityscapes-dataset coco-conversion
Language:Python 87
louisyuzhe / car-damage-detector
Mask R-CNN Model to detect the area of damage on a car. The rationale for such a model is that it can be used by insurance companies for faster processing of claims if users can upload pics and they can assess damage from them. This model can also be used by lenders if they are underwriting a car loan especially for a used car.
mask-rcnn rcnn-model machine-learning convolutional-neural-networks deep-learning ms-coco car-damage-detector applied-machine-learning
Language:Jupyter Notebook 84
Skin-Cancer-Segmentation
0x5eba / Skin-Cancer-Segmentation
Classification and Segmentation with Mask-RCNN of Skin Cancer using ISIC dataset
classification-segmentation isic mask-rcnn classification skin-cancer segmentation deep-learning nei
Language:Python 83
lsrock1 / maskrcnn_benchmark.cpp
Implementation maskrcnn-benchmark, pytorch c++ frontend
pytorch libtorch cpp faster-rcnn mask-rcnn object-detection detection
Language:C++ 81
SALSA-Semantic-Assisted-SLAM
heethesh / SALSA-Semantic-Assisted-SLAM
SALSA: Semantic Assisted Life-Long SLAM for Indoor Environments (16-833 SLAM Project at CMU)
orb-slam2 semantic-slam mask-rcnn loop-closure slam-methods salsa indoor-environments openloris-scene slam lifelong-slam tum-rgbd
Language:C++ 78
AKASH2907 / bird_species_classification
Supervised Classification of bird species :bird: in high resolution images, especially for, Himalayan birds, having diverse species with fairly low amount of labelled data [ICVGIPW'18]
cnn keras inception-resnet-v2 inceptionv3 mask-rcnn bird-species-classification image-classification ensemble-learning data-augmentation multi-stage-training imagenet-models rcnn-crops
Language:Python 77
TannerGilbert / Tensorflow-Object-Detection-API-train-custom-Mask-R-CNN-model
Train a Mask R-CNN model with the Tensorflow Object Detection API
instance-segmentation mask-rcnn tensorflow-object-detection-api tensorflow-object-detection
Language:Jupyter Notebook 77
sasidhar-programmer / Tensorflow_Advance_Techniques
deeplearning.ai Tensorflow advance techniques specialization
siamese-network loss-functions tensorflow tensorflow-advance coursera deeplearning-ai object-detection imagesegmentation tensorflow-features model-architecture github-tensorflow resnet rcnn mask-rcnn unet-image-segmentation
Language:Jupyter Notebook 75
cad0p / maskrcnn-modanet
A Mask R-CNN Keras implementation with Modanet annotations on the Paperdoll dataset
dataset fashion instagram instance-segmentation keras mask-rcnn object-detection tensorflow
Language:Python 74

mask-rcnn

open-mmlab / mmdetection

matterport / Mask_RCNN

microsoft / Swin-Transformer

PaddlePaddle / PaddleDetection

roytseng-tw / Detectron.pytorch

SwinTransformer / Swin-Transformer-Object-Detection

keyu-tian / SparK

MIC-DKFZ / medicaldetectiontoolkit

airctic / icevision

pedropro / TACO

ryouchinsa / Rectlabel-support

JDAI-CV / CoTNet

xmba15 / onnx_runtime_cpp

ahmedfgad / Mask-RCNN-TF2

Mstfakts / Building-Detection-MaskRCNN

hustvl / BMaskR-CNN

jytime / Mask_RCNN_Pytorch

oist / Usiigaci

Superlee506 / Mask_RCNN_Humanpose

hpanwar08 / detectron2

phamquiluan / PubLayNet

FZJ-INM1-BDA / celldetection

HRNet / HRNet-MaskRCNN-Benchmark

jianing-sun / Mask-YOLO

bendangnuksung / mrcnn_serving_ready

shuyucool / Labelme

openvinotoolkit / mmdetection

TillBeemelmanns / cityscapes-to-coco-conversion

louisyuzhe / car-damage-detector

0x5eba / Skin-Cancer-Segmentation

lsrock1 / maskrcnn_benchmark.cpp

heethesh / SALSA-Semantic-Assisted-SLAM

AKASH2907 / bird_species_classification

TannerGilbert / Tensorflow-Object-Detection-API-train-custom-Mask-R-CNN-model

sasidhar-programmer / Tensorflow_Advance_Techniques

cad0p / maskrcnn-modanet