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Title: GitHub - MapleGu/Mask_RCNN: Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Open Graph Title: GitHub - MapleGu/Mask_RCNN: Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

X Title: GitHub - MapleGu/Mask_RCNN: Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Description: Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow - MapleGu/Mask_RCNN

Open Graph Description: Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow - MapleGu/Mask_RCNN

X Description: Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow - MapleGu/Mask_RCNN

Opengraph URL: https://github.com/MapleGu/Mask_RCNN

X: @github

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setup.cfghttps://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/setup.cfg
setup.cfghttps://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/setup.cfg
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Licensehttps://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#mask-r-cnn-for-object-detection-and-segmentation
Mask R-CNNhttps://arxiv.org/abs/1703.06870
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/street.png
Matterport3Dhttps://matterport.com/blog/2017/09/20/announcing-matterport3d-research-dataset/
herehttps://matterport.com/gallery/
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#getting-started
demo.ipynbhttps://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/samples/demo.ipynb
train_shapes.ipynbhttps://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/samples/shapes/train_shapes.ipynb
model.pyhttps://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/mrcnn/model.py
utils.pyhttps://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/mrcnn/utils.py
config.pyhttps://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/mrcnn/config.py
inspect_data.ipynbhttps://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/samples/coco/inspect_data.ipynb
inspect_model.ipynbhttps://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/samples/coco/inspect_model.ipynb
inspect_weights.ipynbhttps://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/samples/coco/inspect_weights.ipynb
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#step-by-step-detection
inspect_data.ipynbhttps://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/samples/coco/inspect_data.ipynb
inspect_model.ipynbhttps://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/samples/coco/inspect_model.ipynb
inspect_weights.ipynbhttps://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/samples/coco/inspect_weights.ipynb
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#1-anchor-sorting-and-filtering
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/detection_anchors.png
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#2-bounding-box-refinement
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/detection_refinement.png
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#3-mask-generation
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/detection_masks.png
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#4layer-activations
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/detection_activations.png
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#5-weight-histograms
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/detection_histograms.png
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#6-logging-to-tensorboard
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/detection_tensorboard.png
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#6-composing-the-different-pieces-into-a-final-result
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/detection_final.png
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#training-on-ms-coco
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#training-on-your-own-dataset
blog post about the balloon color splash samplehttps://engineering.matterport.com/splash-of-color-instance-segmentation-with-mask-r-cnn-and-tensorflow-7c761e238b46
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#differences-from-the-official-paper
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https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#contributing
join our teamhttps://matterport.com/careers/
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#requirements
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#ms-coco-requirements
MS COCO Datasethttp://cocodataset.org/#home
minivalhttps://dl.dropboxusercontent.com/s/o43o90bna78omob/instances_minival2014.json.zip?dl=0
validation-minus-minivalhttps://dl.dropboxusercontent.com/s/s3tw5zcg7395368/instances_valminusminival2014.json.zip?dl=0
Faster R-CNN implementationhttps://github.com/rbgirshick/py-faster-rcnn/blob/master/data/README.md
this Docker containerhttps://hub.docker.com/r/waleedka/modern-deep-learning/
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#installation
releases pagehttps://github.com/matterport/Mask_RCNN/releases
https://github.com/waleedka/cocohttps://github.com/waleedka/coco
https://github.com/philferriere/cocoapihttps://github.com/philferriere/cocoapi
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#projects-using-this-model
4K Video Demohttps://www.youtube.com/watch?v=OOT3UIXZztE
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#4k-video-demo-by-karol-majek
https://www.youtube.com/watch?v=OOT3UIXZztE
Images to OSMhttps://github.com/jremillard/images-to-osm
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#images-to-osm-improve-openstreetmap-by-adding-baseball-soccer-tennis-football-and-basketball-fields
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/images_to_osm.png
Splash of Colorhttps://engineering.matterport.com/splash-of-color-instance-segmentation-with-mask-r-cnn-and-tensorflow-7c761e238b46
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#splash-of-color-a-blog-post-explaining-how-to-train-this-model-from-scratch-and-use-it-to-implement-a-color-splash-effect
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/balloon_color_splash.gif
Segmenting Nuclei in Microscopy Imageshttps://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/samples/nucleus
2018 Data Science Bowlhttps://www.kaggle.com/c/data-science-bowl-2018
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#segmenting-nuclei-in-microscopy-images-built-for-the-2018-data-science-bowl
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/nucleus_segmentation.png
Detection and Segmentation for Surgery Robotshttps://github.com/SUYEgit/Surgery-Robot-Detection-Segmentation
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#detection-and-segmentation-for-surgery-robots-by-the-nus-control--mechatronics-lab
https://github.com/SUYEgit/Surgery-Robot-Detection-Segmentation/raw/master/assets/video.gif
Reconstructing 3D buildings from aerial LiDARhttps://medium.com/geoai/reconstructing-3d-buildings-from-aerial-lidar-with-ai-details-6a81cb3079c0
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#reconstructing-3d-buildings-from-aerial-lidar
Esrihttps://www.esri.com/
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/project_3dbuildings.png
Usiigaci: Label-free Cell Tracking in Phase Contrast Microscopyhttps://github.com/oist/usiigaci
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#usiigaci-label-free-cell-tracking-in-phase-contrast-microscopy
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/project_usiigaci1.gif
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/project_usiigaci2.gif
Characterization of Arctic Ice-Wedge Polygons in Very High Spatial Resolution Aerial Imageryhttp://www.mdpi.com/2072-4292/10/9/1487
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#characterization-of-arctic-ice-wedge-polygons-in-very-high-spatial-resolution-aerial-imagery
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/project_ice_wedge_polygons.png
Mask-RCNN Shinyhttps://github.com/huuuuusy/Mask-RCNN-Shiny
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#mask-rcnn-shiny
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/project_shiny1.jpg
Mapping Challengehttps://github.com/crowdAI/crowdai-mapping-challenge-mask-rcnn
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#mapping-challenge-convert-satellite-imagery-to-maps-for-use-by-humanitarian-organisations
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/mapping_challenge.png
GRASS GIS Addonhttps://github.com/ctu-geoforall-lab/i.ann.maskrcnn
Master's thesishttps://github.com/ctu-geoforall-lab-projects/dp-pesek-2018
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN#grass-gis-addon-to-generate-vector-masks-from-geospatial-imagery-based-on-a-masters-thesis-by-ondřej-pešek
https://patch-diff.githubusercontent.com/MapleGu/Mask_RCNN/blob/master/assets/project_grass_gis.png
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