Mask_RCNN

Object Detector

An implementation of object detection and instance segmentation using a Feature Pyramid Network (FPN) backbone.

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

GitHub

25k stars
582 watching
12k forks
Language: Python
last commit: 6 months ago
Linked from 4 awesome lists

instance-segmentationkerasmask-rcnnobject-detectiontensorflow

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
charlesshang/fastmaskrcnn An implementation of Mask R-CNN in TensorFlow, enabling object detection and segmentation using pre-trained models. 3,098
zfturbo/keras-mask-rcnn-for-open-images-2019-instance-segmentation Provides pre-trained Mask R-CNN models and example code for instance segmentation on the Open Images Dataset 56
rbgirshick/rcnn A visual object detection system that combines region proposals with neural network features to improve detection performance. 2,379
zjhuang22/maskscoring_rcnn An open source implementation of Mask Scoring R-CNN for instance segmentation tasks. 1,900
smallcorgi/faster-rcnn_tf An experimental implementation of Faster R-CNN object detection using TensorFlow 2,340
jwyang/faster-rcnn.pytorch An object detection implementation built on top of PyTorch, supporting multi-image batch training and multiple GPUs. 7,693
tusimple/mx-maskrcnn An implementation of Mask R-CNN using MXNet and Resnet-50-FPN for object detection and segmentation in images. 1,755
shaoqingren/faster_rcnn An object detection framework using deep convolutional networks and region proposal networks. 2,710
rbgirshick/fast-rcnn A framework for object detection using deep ConvNets 3,345
endernewton/tf-faster-rcnn An implementation of a real-time object detection framework using region proposal networks. 3,648
rbgirshick/py-faster-rcnn A Python implementation of object detection with region proposal networks 8,126
wannabeog/mask-rcnn A PyTorch implementation of the Mask R-CNN architecture 992
owlbarn/owl_mask_rcnn A Mask R-CNN implementation using OCaml's Owl numerical library 17
sherjilozair/char-rnn-tensorflow A tool for training and sampling character-level language models using multi-layer recurrent neural networks 2,643
jessemelpolio/faster_rcnn_for_dota This repository provides code for training a Faster R-CNN object detection model on DOTA datasets. 336