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GitHub topics: maskrcnn

open-mmlab/mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox

Language: Python - Size: 15.8 MB - Last synced at: 4 days ago - Pushed at: 6 months ago - Stars: 4,520 - Forks: 758

visualbuffer/parkingslot

Automated parking occupancy detection

Language: Python - Size: 6.21 MB - Last synced at: 20 days ago - Pushed at: over 4 years ago - Stars: 112 - Forks: 40

wimlds-trojmiasto/detect-waste

AI to Combat Environmental Pollution - detecting plastic waste in the environment to combat environmental pollution and promote circular economy (Deep Learning, PyTorch)

Language: Python - Size: 83.2 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 199 - Forks: 49

CharlesShang/FastMaskRCNN

Mask RCNN in TensorFlow

Language: Python - Size: 498 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 3,098 - Forks: 1,094

HaiyangPeng/mask-to-coco-json

This repo aims to offer a concise and faste script to complete the conversion from BGR masks to coco format.

Language: Python - Size: 234 KB - Last synced at: 13 days ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 0

hustvl/BMaskR-CNN

[ECCV 2020] Boundary-preserving Mask R-CNN

Language: Python - Size: 16.5 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 197 - Forks: 41

zekeriyyaa/MaskRCNN-Modanet-Fashion-Segmentation-and-Classification

Using modanet fashion dataset, the clothes images were classified under 5 season (summer,winter,spring,autumn,all).

Language: Python - Size: 34.3 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 74 - Forks: 14

seieric/gst-dsobjectsmask

📀NVIDIA DeepStream integrated GStreamer Plugin. Mask objects with cuda cores on Jetson boards. Fast and smooth since everything is done on NVMM.🏎

Language: C++ - Size: 4.83 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

Altimis/Confusion-matrix-for-Mask-R-CNN

Confusion matrix for Mask R-CNN (Matterport implementation)

Language: Jupyter Notebook - Size: 857 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 25 - Forks: 16

rejsafranko/Unbalanced-Taxonomy-Instance-Segmentation

A computer vision research project for my Master's thesis.

Language: Jupyter Notebook - Size: 20.2 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

ravijo/detectron2_tutorial

Tutorial to demonstrate the computation of training and validation loss using Detectron2

Language: Python - Size: 407 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

lwplw/mask_rcnn_demo

Mask R-CNN Demo -- vs2015

Language: C++ - Size: 9.41 MB - Last synced at: 1 day ago - Pushed at: over 6 years ago - Stars: 40 - Forks: 12

rizavelioglu/fashionfail

Official repository of "FashionFail: Addressing Failure Cases in Fashion Object Detection and Segmentation".

Language: Python - Size: 3.67 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 4 - Forks: 0

leon-liangwu/MaskYolo_Caffe

YOLO V2 & V3 , YOLO Combined with RCNN and MaskRCNN

Language: C++ - Size: 21.8 MB - Last synced at: 8 months ago - Pushed at: over 5 years ago - Stars: 114 - Forks: 50

rajatsc/mammograms_MaskRCNN

Language: Jupyter Notebook - Size: 347 KB - Last synced at: 11 months ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

pascal1129/kaggle_airbus_ship_detection

Kaggle airbus ship detection challenge 21st solution

Language: Jupyter Notebook - Size: 3.48 MB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 261 - Forks: 82

ogrenenmakine/Phototouch

Phototouch is multimodal photo editing tool

Language: Python - Size: 19.5 KB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1

cedrickchee/FAI-PEP Fork of facebook/FAI-PEP

Facebook AI Performance Evaluation Platform

Language: Python - Size: 22.9 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 1

jakariaemon/Drone-Instance-Segmentation

Drone Instance Segmentation using Mask RCNNN

Language: Jupyter Notebook - Size: 3.82 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

mberkay0/ConvNeXt-MaskRCNN

Train torchvision's MaskRCNN model using the ConvNeXt architecture as the backbone network.

Language: Python - Size: 224 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 0

phungpx/maskRCNN_pytorch

MaskR-CNN

Language: Python - Size: 272 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Sarvandani/Computer_Vision_Image_Segmentation_people_running

Image segmentation with pre-trained models of DeepLabV3 and Mask R-CNN

Language: Jupyter Notebook - Size: 3.39 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Raghul-G2002/DeepLearning_Sample_Notebooks

This repository consists of sample notebook which can take you through the basic deep learning excersises in Tensorflow and Pytorch

Language: Jupyter Notebook - Size: 16 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

TannerGilbert/MaskRCNN-Object-Detection-and-Segmentation

Train your own custom MaskRCNN Object Detection and Instance Segmentation model.

Language: Jupyter Notebook - Size: 6.2 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 55 - Forks: 24

JunweiLiang/Object_Detection_Tracking

Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

Language: Python - Size: 43.5 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 443 - Forks: 128

hpanwar08/detectron2 Fork of facebookresearch/detectron2

Detectron2 for Document Layout Analysis

Language: Python - Size: 4.53 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 178 - Forks: 62

FubinZhang/Detectron2_Beginner_Demo

一份关于detectron2的入门级(训练+预测)的代码demo(目标检测/实例分割/全景分割........);An entry-level (training + prediction) code demo for detectron2 (object detection/instance segmentation/panoramic segmentation...)

Language: Jupyter Notebook - Size: 57.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

forhadsidhu/BD_RailCrossing_Area_Segmentation_Deep_learning

Rail crossing Area Segmentation,Deep-learning

Language: Python - Size: 605 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

fcakyon/augmented-maskrcnn 📦

Object detection and instance segmentation on MaskRCNN with torchvision, albumentations, tensorboard and cocoapi. Supports custom coco datasets with positive/negative samples.

Language: Python - Size: 2.18 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 19 - Forks: 4

hellohaozheng/maskrcnn-mindspore

A mindspore-version Mask RCNN

Language: Jupyter Notebook - Size: 719 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

mrcsfltchr/MaskFastRCNN4GUVs

Edited the matterport keras implementation of MaskRCNN to include a FasterRCNN option and created a dataset interface for a fluorescenct microscopy dataset

Language: Python - Size: 123 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

StefanBorkovski/Traffic-light-detection

Here a transfer learning solution for traffic light detection is presented. It uses Mask Region-Based Convolutional Neural Network as it base.

Language: Python - Size: 142 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

HandsomeBrotherShuaiLi/FaceTask

One-stage and two-stage face detection models

Language: Jupyter Notebook - Size: 3.73 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

HandsomeBrotherShuaiLi/Detlibs

one-stage and two-stage detectors and segmentation-based detectors

Language: Jupyter Notebook - Size: 2.59 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

MengTianjian/MaskRCNN

Implementation of Mask RCNN in PyTorch

Language: Python - Size: 104 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 29 - Forks: 5

FilippoBotti/Mask_RCNN

Mask R-CNN with Modanet dataset

Language: Python - Size: 4.91 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

dragonfly90/mask-product

Language: Python - Size: 2.34 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

soumyaiitkgp/Custom_MaskRCNN

Custom Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Language: Python - Size: 77 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 61 - Forks: 42

SriRamGovardhanam/wastedata-Mask_RCNN-multiple-classes

predicting more than 2 classes from publicly available image data, for annotation we are using VGG annotator latest version

Language: Jupyter Notebook - Size: 11.9 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 36 - Forks: 44

JustEmkay/SpotDash

Web application which shows reallife use of computer vision and Machine Learning

Language: HTML - Size: 24.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

bernardcaldas/object-detection-custom-maskrcnn

Using maskrcnn to predict fruits in custom dataset

Language: Jupyter Notebook - Size: 33.7 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 3

BupyeongHealer/Mask_RCNN_tf_2.x

It is modified tensorflow 2.x version of mask-rcnn.

Language: Python - Size: 123 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 46 - Forks: 22

arthur801031/3d-multi-resolution-rcnn

Official PyTorch implementaiton of the paper "3D Instance Segmentation Framework for Cerebral Microbleeds using 3D Multi-Resolution R-CNN."

Language: Python - Size: 293 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 22 - Forks: 5

eliabntt/GRADE-nets

Code to train, test and evaluate networks trained with the data generated by the GRADE framework.

Language: Python - Size: 268 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

ajay960singh/person-segmentation

Language: Jupyter Notebook - Size: 2.85 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ChingWeiChan/chingweichan.github.io

This project is the Kaggle notebook "Chicken Detection/Segmentation with MaskRCNN and Pytorch" code demo.

Language: HTML - Size: 26.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

CREESTL/CarCounterYOLOv3

This app detects types of cars and counts cars using YOLOv3

Language: Python - Size: 330 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 17 - Forks: 5

sakhadyaksa/thesis

An implementation of Mask R-CNN algorithm to perform automatic object detection, localization, classification and instance segmentation of immunoreactive tumor cells on Ki-67 stained glioma images.

Language: Jupyter Notebook - Size: 43.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 1

iKrishneel/zsis

CLIP based Zero Shot Instance Segmentation

Language: Jupyter Notebook - Size: 1.48 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

rajdeep2804/Automated_Invoice_Processing

The number of types of physical documents being digitized is on the increase. Medical bills, bank documents and personal documents are examples of such documents. Objective of this repo is to implement and understand such use cases with an example of extracting text information from invoice receipts.

Language: Jupyter Notebook - Size: 16.4 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

atherfawaz/Mask-RCNN-PyTorch

Colab-friendly implementation of MaskRCNN in PyTorch with ResNet18 and ResNet50 backends. Fit for image classification, object detection, and segmentation.

Language: Jupyter Notebook - Size: 166 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

llllTnTlll/MaskRCNN_Simple

基于maskrcnn的模型服务,用于coco数据集训练、数据增强、数据平衡和工控上位机全双工通信

Language: Python - Size: 193 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

abideenml/ImageSegmentation-with-MaskRCNN-SegFormer-Unet

Application of Instance and Semantic segmentation on Brain cancer, cars and sign language.

Language: Jupyter Notebook - Size: 26.1 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

CrookedNoob/Mask_RCNN-Multi-Class-Detection Fork of matterport/Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Language: Jupyter Notebook - Size: 115 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 34 - Forks: 23

giulio-derasmo/AstraStatsLearn-Galaxy-image-segmentation

Image segmentation of satellite images of galaxies using machine learning and deep learning tecnique, in order to identifiy galaxies.

Language: Jupyter Notebook - Size: 12.3 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

michhar/maskrcnn-custom

Use VGG Image Annotator to label a custom dataset and train an instance segmentation model with Mask R-CNN implemented in Keras.

Language: Python - Size: 635 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 6

iamlmn/detect-document

Instance segmentation using MaskRCNN

Language: Python - Size: 163 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 3

katotetsuro/chainer-maskrcnn

maskrcnn implementation using chainer

Language: Python - Size: 1.44 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 15 - Forks: 1

michhar/pytorch-mask-rcnn-samples

Example notebooks on building PyTorch, preparing data and training as well as an updated project from a PyTorch MaskRCNN port

Language: Jupyter Notebook - Size: 18.2 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 36 - Forks: 6

shivanishimpi/AutomatedSecurityImaging

An excerpt from the Automated Security Imaging project where we implemented Mask-RCNN with an attention mechanism to classify prohibited objects during security scanning by using the GDXray and OPIXray datasets.

Language: Jupyter Notebook - Size: 710 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

timeamagyar/maskrcnn_ros

ROS package for semantic 2D image segmentation

Language: Python - Size: 10.7 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

RyanCCC/Mask_RCNN

基于Tensorflow2实现Mask RCNN

Language: Python - Size: 33.3 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 4

vanvalenlab/deepcell-retinamask

RetinaNet and RetinaMask models for object detection based on TensorFlow and DeepCell-tf.

Language: Python - Size: 2.05 MB - Last synced at: 12 days ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Gulshan-gaur/InstanceSegmnetation_Flask_Graphql

This is a serveless flask api for instance segmentation using maskRcnn

Language: Python - Size: 4.73 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

coreykarnei/MaskRCNN_and_Inpainting_Videos

This is my final project for UT's Digital Video class. It takes a video, listens for a 'magic word', and then attempts to detect inpaint different objects. This gives the illusion of the object 'disappearing' from the video.

Language: Python - Size: 70.5 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

michhar/maskrcnn-python-app

Python desktop app for inference of a MaskRCNN model

Language: Python - Size: 7.57 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

anikch/Object-detection-using-Facebook-Detectron-Mask-RCNN

Object detection using Facebook Detectron Mask R-CNN pre-trained model.

Language: Jupyter Notebook - Size: 3.1 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

devhkyu/Smart_Coordinator

To predict fashion trend, to recommend your style

Language: Jupyter Notebook - Size: 631 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

askintution/TableDetection Fork of silky-nath/TableDetection

This project aims at solving the problem of identifying and detecting tables from document images.

Size: 3.18 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

Jagyan/Custom-image-segmentation

Image segmentation which could be extended to any classes

Language: Python - Size: 1.51 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

CREESTL/CarCounter

Detecting and counting cars on the video

Language: Python - Size: 331 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1

wassryan/iMaterialist2020

This is a segmentation framework modified from MaskRCNN.

Language: Python - Size: 2.57 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

pranjalsharma26/Security-surveillance-system

Object & Vehicle Number Plate Segmentation with Web-UI

Language: Python - Size: 8.94 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

abhishekrana/MaskRCNN_Tensorflow_Docker

MaskRCNN + Tensorflow + Docker

Language: Vim script - Size: 44.9 KB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 21 - Forks: 11

AmberzzZZ/maskRCNN_keras

keras implementation of maskrcnn

Language: Python - Size: 417 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

vedanshdwivedi/Mask-RCNN

Basics and Hand-On

Language: Jupyter Notebook - Size: 25.9 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1

HasanFaraaz/PhotoBlur

PhotoBlurring by use of tensorFlow & OpenCv libraries. A real practical Application of waleedka's RCNN library. https://github.com/matterport/Mask_RCNN

Language: Jupyter Notebook - Size: 28.7 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 1

Related Keywords
maskrcnn 77 pytorch 22 deep-learning 20 object-detection 16 instance-segmentation 15 computer-vision 14 python 12 mask-rcnn 11 image-segmentation 9 segmentation 9 detectron2 7 faster-rcnn 6 cnn 6 tensorflow 5 machine-learning 5 neural-networks 5 efficientdet 4 yolo 4 opencv 4 flask 4 deeplearning 4 ai 4 coco 4 detection 4 keras 3 retinanet 3 resnet-50 3 unet 3 python3 3 fashion 3 convolutional-neural-networks 3 object-segmentation 3 tracking 2 modanet 2 classification 2 neural-network 2 tensorflow2 2 deep-neural-networks 2 resnet 2 torchvision 2 matterport 2 opencv-python 2 transformers 2 pytorch-lightning 2 vehicle-detection 2 counting 2 centroid-tracker 2 car-counting 2 car-detection 2 artificial-intelligence 2 mscoco 2 detectron 2 vehicle 2 rcnn 2 segmetation-models 2 transfer-learning 2 efficientnet 2 fasterrcnn 2 text-detection 2 keras-tensorflow 2 ocr 2 synthetic-data 1 isaac 1 grade 1 object-recognition 1 susceptibility-weighted-imaging 1 yolo-v4 1 pytorch-implementation 1 convolutional-neural-network 1 tum-rgbd 1 face-detection 1 tumrgbd 1 api 1 chicken 1 jupyter-notebook 1 reveal-js 1 traffic-light-detection 1 cocodataset 1 cuda-programming 1 implementation-of-research-paper 1 tusimple 1 neuralnetwork 1 computer-vision-opencv 1 maskrcnn-pytorch 1 tailwindcss 1 maskrcnn-tensorflow2 1 pytorch-implmention 1 maskrcnn-tf2 1 data-science-bowl-2018 1 yolo-series 1 pspnet 1 tf2 1 3d-instance-segmentation 1 3d-mask-rcnn 1 linknet 1 3d-object-detection 1 fpn 1 cerebral-microbleeds 1 anchor-free 1 magnetic-resonance-imaging 1