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YiWei Chen's Projects

fingernet icon fingernet

FingerNet is a universal deep ConvNet for extracting fingerprint representations including orientation field, segmentation, enhenced fingerprint and minutiae.

fingerprints icon fingerprints

Implementation of fingerprint image enhancement filters

finn icon finn

Dataflow compiler for QNN inference on FPGAs

fisr icon fisr

Official repository of FISR (Accepted at AAAI 2020).

fiwgan-ciwgan icon fiwgan-ciwgan

fiwGAN/ciwGAN (Featural and Categorical InfoWaveGAN): Generative Adversarial Phonology and Semantics

fsa-net icon fsa-net

[CVPR19] FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image

fundus-fractal-analysis icon fundus-fractal-analysis

This code corresponds to our submission to Physics in Medicine and Biology with Hugo Luis Manterola, Matthew B. Blaschko and Alejandro Clausse, entitled "On viability of combining fractal features with machine learning for proliferative diabetic retinopathy screening".

ganet icon ganet

GA-Net: Guided Aggregation Net for End-to-end Stereo Matching

gazeml icon gazeml

Gaze Estimation using Deep Learning, a Tensorflow-based framework.

gma icon gma

Learning to Estimate Hidden Motions with Global Motion Aggregation

gpq icon gpq

Generalized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020

graffitist icon graffitist

Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

haq icon haq

[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision

hd3 icon hd3

Code for Hierarchical Discrete Distribution Decomposition for Match Density Estimation (CVPR 2019)

high-res-stereo icon high-res-stereo

Hierarchical Deep Stereo Matching on High Resolution Images, CVPR 2019.

icml2016 icon icml2016

Generative Adversarial Text-to-Image Synthesis

imbalanced-learn icon imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

imgaug icon imgaug

Image augmentation for machine learning experiments.

imgclsmob icon imgclsmob

Sandbox for training deep learning networks

inception-v4 icon inception-v4

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

interpolation icon interpolation

based on paper "Context-aware Synthesis for Video Frame Interpolation.pdf" but some small modifications

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