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Title: GitHub - Cheng-Lin-Li/SegCaps: A Clone version from Original SegCaps source code with enhancements on MS COCO dataset. · GitHub

Open Graph Title: GitHub - Cheng-Lin-Li/SegCaps: A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.

X Title: GitHub - Cheng-Lin-Li/SegCaps: A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.

Description: A Clone version from Original SegCaps source code with enhancements on MS COCO dataset. - Cheng-Lin-Li/SegCaps

Open Graph Description: A Clone version from Original SegCaps source code with enhancements on MS COCO dataset. - Cheng-Lin-Li/SegCaps

X Description: A Clone version from Original SegCaps source code with enhancements on MS COCO dataset. - Cheng-Lin-Li/SegCaps

Mail addresses
clark.cl.li@gmail.com
lalonde@knights.ucf.edu

Opengraph URL: https://github.com/Cheng-Lin-Li/SegCaps

X: @github

direct link

Domain: github.com

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og:image:alt	A Clone version from Original SegCaps source code with enhancements on MS COCO dataset. - Cheng-Lin-Li/SegCaps
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146 Commits	https://github.com/Cheng-Lin-Li/SegCaps/commits/master/
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cococrawler	https://github.com/Cheng-Lin-Li/SegCaps/tree/master/cococrawler
cococrawler	https://github.com/Cheng-Lin-Li/SegCaps/tree/master/cococrawler
data	https://github.com/Cheng-Lin-Li/SegCaps/tree/master/data
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imgs	https://github.com/Cheng-Lin-Li/SegCaps/tree/master/imgs
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segcapsnet	https://github.com/Cheng-Lin-Li/SegCaps/tree/master/segcapsnet
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LICENSE	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/LICENSE
LICENSE	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/LICENSE
README.md	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/README.md
README.md	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/README.md
_config.yml	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/_config.yml
_config.yml	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/_config.yml
command.csh	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/command.csh
command.csh	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/command.csh
gen_mask.py	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/gen_mask.py
gen_mask.py	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/gen_mask.py
main.py	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/main.py
main.py	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/main.py
manip.py	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/manip.py
manip.py	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/manip.py
requirements.txt	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/requirements.txt
requirements.txt	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/requirements.txt
test.py	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/test.py
test.py	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/test.py
train.py	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/train.py
train.py	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/train.py
README	https://github.com/Cheng-Lin-Li/SegCaps
Apache-2.0 license	https://github.com/Cheng-Lin-Li/SegCaps
	https://github.com/Cheng-Lin-Li/SegCaps#capsules-for-object-segmentation-segcaps
Rodney LaLonde	https://rodneylalonde.wixsite.com/personal
Ulas Bagci	http://www.cs.ucf.edu/~bagci/
	https://github.com/Cheng-Lin-Li/SegCaps#by-rodney-lalonde-and-ulas-bagci
Cheng-Lin Li	https://cheng-lin-li.github.io/about/
	https://github.com/Cheng-Lin-Li/SegCaps#modified-by-cheng-lin-li
	https://github.com/Cheng-Lin-Li/SegCaps#objectives-build-up-an-end-to-end-pipeline-for-object-segmentation-experiments-on-segcaps-with-not-only-3d-ct-images-luna-16-but-also-2d-color-images-ms-coco-2017-on-binary-image-segmentation-tasks
	https://github.com/Cheng-Lin-Li/SegCaps#this-repository-downloaded-from-the-official-website-of-segcaps-implementation-with-program-restructure-and-enhancements
https://arxiv.org/abs/1804.04241	https://arxiv.org/abs/1804.04241
https://github.com/lalonderodney/SegCaps	https://github.com/lalonderodney/SegCaps
https://rodneylalonde.wixsite.com/personal/research-blog/capsules-for-object-segmentation	https://rodneylalonde.wixsite.com/personal/research-blog/capsules-for-object-segmentation
	https://github.com/Cheng-Lin-Li/SegCaps#getting-started-guide
This is the presentation file for this project.	http://bit.ly/2N7aWti
	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/imgs/overfit-test.png
	https://github.com/Cheng-Lin-Li/SegCaps#enhancements--modifications
	https://github.com/Cheng-Lin-Li/SegCaps#procedures
	https://github.com/Cheng-Lin-Li/SegCaps#1-download-this-repo-to-your-own-folder
https://github.com/Cheng-Lin-Li/SegCaps/archive/master.zip	https://github.com/Cheng-Lin-Li/SegCaps/archive/master.zip
	https://github.com/Cheng-Lin-Li/SegCaps#2-install-required-packages-on-ubuntu--windows
	https://github.com/Cheng-Lin-Li/SegCaps#you-may-need-to-install-additional-library-in-ubuntu-version-17-or-above-version
	https://github.com/Cheng-Lin-Li/SegCaps#3-make-your-data-directory
	https://github.com/Cheng-Lin-Li/SegCaps#4-select-your-dataset
	https://github.com/Cheng-Lin-Li/SegCaps#4-1-test-the-result-on-original-luna-16-dataset
LUng Nodule Analysis 2016 Grand-Challenges website	https://luna16.grand-challenge.org/
	https://github.com/Cheng-Lin-Li/SegCaps#4-2-test-on-microsoftsoft-common-objects-in-context-ms-coco-dataset-2017
Microsoft COCO 2017	http://images.cocodataset.org/annotations/annotations_trainval2017.zip
	https://github.com/Cheng-Lin-Li/SegCaps#4-3-test-on-your-own-dataset
	https://github.com/Cheng-Lin-Li/SegCaps#4-3-1-for-2d-images
	https://github.com/Cheng-Lin-Li/SegCaps#4-3-2-for-3d-images
	https://github.com/Cheng-Lin-Li/SegCaps#4-3-4-mask-files
	https://github.com/Cheng-Lin-Li/SegCaps#5-train-your-model
	https://github.com/Cheng-Lin-Li/SegCaps#5-1-main-file
	https://github.com/Cheng-Lin-Li/SegCaps#5-2-train-your-model
	https://github.com/Cheng-Lin-Li/SegCaps#example-command-train-segcaps-r3-on-ms-coco-dataset-without-gpu-support-assume-you-have-4-or-more-images
	https://github.com/Cheng-Lin-Li/SegCaps#example-command-train-basic-capsule-net-on-ms-coco-dataset-with-gpu-support-number-of-gpu--1-k--1--you-only-train-your-model-on-one-image-for-overfitting-test
	https://github.com/Cheng-Lin-Li/SegCaps#5-3-test-your-model
	https://github.com/Cheng-Lin-Li/SegCaps#example-command-test-segcaps-r3-on-ms-coco-dataset-without-gpu-support-your-pre-trained-weight-file-store-on-datasaved_modelssegcapsr3split-0_batch-1_shuff-1_aug-1_loss-dice_slic-1_sub--1_strid-1_lr-001_recon-20_model_20180702-055808hdf5
	https://github.com/Cheng-Lin-Li/SegCaps#5-4-list-all-parameters
	https://github.com/Cheng-Lin-Li/SegCaps#5-5-test-your-model-on-video-stream
	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/imgs/webcam.png
	https://github.com/Cheng-Lin-Li/SegCaps#5-6-pretrain-weights-for-your-testing
	https://github.com/Cheng-Lin-Li/SegCaps#weights-stored-under-your-data-folder
	https://github.com/Cheng-Lin-Li/SegCaps#6-program-descriptions
	https://github.com/Cheng-Lin-Li/SegCaps#7-program-structures
	https://github.com/Cheng-Lin-Li/SegCaps#8-install-package-on-raspberry-pi-23
	https://github.com/Cheng-Lin-Li/SegCaps#the-section-is-under-constructing-the-segcaps-r3-model-cannot-fit-into-the-memory-of-raspberry-pi-23-so-far
	https://github.com/Cheng-Lin-Li/SegCaps#download-tensorflow-pre-compile-version-for-arm-v7
https://github.com/lhelontra/tensorflow-on-arm/releases	https://github.com/lhelontra/tensorflow-on-arm/releases
https://medium.com/@abhizcc/installing-latest-tensor-flow-and-keras-on-raspberry-pi-aac7dbf95f2	https://medium.com/@abhizcc/installing-latest-tensor-flow-and-keras-on-raspberry-pi-aac7dbf95f2
	https://github.com/Cheng-Lin-Li/SegCaps#opencv-installation-on-raspberry-pi-23
https://www.alatortsev.com/2018/04/27/installing-opencv-on-raspberry-pi-3-b/	https://www.alatortsev.com/2018/04/27/installing-opencv-on-raspberry-pi-3-b/
	https://github.com/Cheng-Lin-Li/SegCaps#todo-list
	https://github.com/Cheng-Lin-Li/SegCaps#citation
	https://github.com/Cheng-Lin-Li/SegCaps#questions-or-comments
project page	https://rodneylalonde.wixsite.com/personal/research-blog/capsules-for-object-segmentation
	https://github.com/Cheng-Lin-Li/SegCaps#original-readmemd-description
	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/imgs/qualitative1.png
	https://github.com/Cheng-Lin-Li/SegCaps#condensed-abstract
Sabour et al., referred to as a capsule networks with dynamic routing	https://arxiv.org/abs/1710.09829
	https://github.com/Cheng-Lin-Li/SegCaps#baseline-capsule-network-for-object-segmentation
	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/imgs/baselinecaps.png
	https://github.com/Cheng-Lin-Li/SegCaps#segcaps-r3-network-overview
	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/imgs/segcaps.png
	https://github.com/Cheng-Lin-Li/SegCaps#quantative-results-on-the-luna16-dataset
	https://github.com/Cheng-Lin-Li/SegCaps#results-of-manipulating-the-segmentation-capsule-vectors
	https://github.com/Cheng-Lin-Li/SegCaps/blob/master/imgs/manip_cropped.png
deep-learning	https://github.com/topics/deep-learning
tensorflow	https://github.com/topics/tensorflow
keras	https://github.com/topics/keras
python3	https://github.com/topics/python3
coco	https://github.com/topics/coco
segmentation	https://github.com/topics/segmentation
3d	https://github.com/topics/3d
2d	https://github.com/topics/2d
capsule	https://github.com/topics/capsule
2d-images	https://github.com/topics/2d-images
mscoco-dataset	https://github.com/topics/mscoco-dataset
capsule-networks	https://github.com/topics/capsule-networks
image-seg-tool	https://github.com/topics/image-seg-tool
luna16	https://github.com/topics/luna16
capsule-nets	https://github.com/topics/capsule-nets
3d-images	https://github.com/topics/3d-images
seg-caps	https://github.com/topics/seg-caps
binary-image-segmentation	https://github.com/topics/binary-image-segmentation
Readme	https://github.com/Cheng-Lin-Li/SegCaps#readme-ov-file
Apache-2.0 license	https://github.com/Cheng-Lin-Li/SegCaps#Apache-2.0-1-ov-file
Please reload this page	https://github.com/Cheng-Lin-Li/SegCaps
Activity	https://github.com/Cheng-Lin-Li/SegCaps/activity
30 forks	https://github.com/Cheng-Lin-Li/SegCaps/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FCheng-Lin-Li%2FSegCaps&report=Cheng-Lin-Li+%28user%29
Releases 2	https://github.com/Cheng-Lin-Li/SegCaps/releases
Version 1.1 Latest Aug 3, 2018	https://github.com/Cheng-Lin-Li/SegCaps/releases/tag/V1.1
+ 1 release	https://github.com/Cheng-Lin-Li/SegCaps/releases
Packages 0	https://github.com/users/Cheng-Lin-Li/packages?repo_name=SegCaps
Please reload this page	https://github.com/Cheng-Lin-Li/SegCaps
Please reload this page	https://github.com/Cheng-Lin-Li/SegCaps
Contributors	https://github.com/Cheng-Lin-Li/SegCaps/graphs/contributors
Please reload this page	https://github.com/Cheng-Lin-Li/SegCaps
Jupyter Notebook 94.5%	https://github.com/Cheng-Lin-Li/SegCaps/search?l=jupyter-notebook
Python 5.5%	https://github.com/Cheng-Lin-Li/SegCaps/search?l=python
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