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Félix Fu's Projects

adn icon adn

ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction

beautygan icon beautygan

transfer the makeup style of a reference face image to a non-makeup face

capsnet-keras icon capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

deepevolve icon deepevolve

Rapid hyperparameter discovery for neural nets using genetic algorithms

dmt icon dmt

Disentangled Makeup Transfer with Generative Adversarial Network

dog-or-cat icon dog-or-cat

Fine tunning example to tell if there is a dog or a cat in an incoming image

facial-feature-clustering icon facial-feature-clustering

Results of the clustering performed on facial features extracted from the Chicago Face Database using PCA and k-means.

fcnn-example icon fcnn-example

This is a fully convolutional neural net exercise to detect houses from aerial images.

gputil icon gputil

A Python module for getting the GPU status from NVIDA GPUs using nvidia-smi programmically in Python

image_size icon image_size

Get image width and height given a file path using minimal dependencies (no need for PIL, libjpeg, libpng, etc)

keras_hed icon keras_hed

Holistically-Nested Edge Detection in Keras

marlin_360 icon marlin_360

Reprap FW with look ahead. SDcard and LCD support. It works on Gen6, Ultimaker, RAMPS and Sanguinololu

microdraw icon microdraw

Collaborative vectorial annotation tool for ultra high resolution data

pytorch-ssd icon pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

pytorchssd icon pytorchssd

pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet

serving icon serving

A flexible, high-performance serving system for machine learning models

ssd_keras icon ssd_keras

A Keras port of Single Shot MultiBox Detector

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