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Shen-Chi Chen's Projects

coco icon coco

MS COCO API (fork with fix for Python3)

dataset-api icon dataset-api

Api for visualize sample data, evaluation of different tasks

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

docker-redis icon docker-redis

Dockerfile to create a Docker container image for Redis.

dynamicfusion icon dynamicfusion

Implementation of Newcombe et al. CVPR 2015 DynamicFusion paper

fire-detection-cnn icon fire-detection-cnn

real-time fire detection in video imagery using a convolutonal neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon)

flask-user icon flask-user

Customizable User Authorization & User Management: Register, Confirm, Login, Change username/password, Forgot password and more.

gmmreg icon gmmreg

Implementations of the robust point set registration algorithm described in the paper "Robust Point Set Registration Using Gaussian Mixture Models", Bing Jian and Baba C. Vemuri, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33(8), pp. 1633-1645.

image-sorter icon image-sorter

Small project for sorting images in a folder into a number of label categories which can be specified by the user.

labelimg icon labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

mask_rcnn icon mask_rcnn

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

models icon models

Models and examples built with TensorFlow

nnvm icon nnvm

Bring deep learning to bare metal

nsfw_data_scraper icon nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

parlai icon parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

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