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James Zhao's Projects

httpie icon httpie

Modern command line HTTP client – user-friendly curl alternative with intuitive UI, JSON support, syntax highlighting, wget-like downloads, extensions, etc. https://httpie.org

hungarian icon hungarian

C++ Implementation of the hungarian algorithm

hungarian-algorithm-n3 icon hungarian-algorithm-n3

O(n³) implementation of the Hungarian algorithm [weird, cannot use any UCS character on this line]

hyperface icon hyperface

Deep Neural Network (DNN) which predicts face/non-face, landmarks, pose and gender simultaneously with Chainer.

hyperface-with-squeezenet icon hyperface-with-squeezenet

Two multitasking CNNs for simultaneous face detection, landmarks estimation and visibility, pose estimation and gender recognition. hyperface.py concatenates feature maps from initial, mid and final layers of the network and then branches out to different heads. multiout.py branches from the final layer of the network to different heads. DataGen2.py is the Data Generator used for reading multiple labels from json files. It is a modified version of Keras's default Data Generator. The idea is based on the following paper - [1] R. Ranjan, V. M. Patel, and R. Chellappa. Hyperface: A deep multitask learning framework for face detection, landmark localization, pose estimation, and gender recognition. CoRR, abs/1603.01249, 2016. The implementation is slightly different. The original HyperFace architecture is built on top of AlexNet while the implementation here uses another architecture called SqueezeNet.

hypergan icon hypergan

A versatile GAN(generative adversarial network) implementation. Focused on scalability and ease-of-use.

ibn-net icon ibn-net

Instance-Batch Normalization Networks (ECCV2018)

ibn-net.mxnet icon ibn-net.mxnet

:fire:A MXNet implementation of IBN-Net (Resnet-IBN-a, Resnext-IBN-a, Resnext-IBN-b):fire:

icrawler icon icrawler

A multi-thread crawler framework with many builtin image crawlers provided.

iffse icon iffse

Instagram Facial Feature Search Engine

ihog icon ihog

Visualizing Object Detection Features. ICCV 2013

imagenet_utils icon imagenet_utils

:arrow_double_down: Utils to help download images by id, crop bounding box, label images, etc.

imdb-face icon imdb-face

A new large-scale noise-controlled face recognition dataset.

improved-gan icon improved-gan

code for the paper "Improved Techniques for Training GANs"

installcaffejtx1 icon installcaffejtx1

Scripts to install Caffe and dependencies on the NVIDIA Jetson TX1 Development Kit

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