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Yangchun W's Projects

gaussianface icon gaussianface

Implementation of the GaussianFace algorithm for TU Delft IN4393 Computer Vision 2016/2017

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.

icdar2019_ctdar icon icdar2019_ctdar

The ICDAR 2019 cTDaR is to evaluate the performance of methods for table detection (TRACK A) and table recognition (TRACK B). For the first track, document images containing one or several tables are provided. For TRACK B two subtracks exist: the first subtrack (B.1) provides the table region. Thus, only the table structure recognition must be performed. The second subtrack (B.2) provides no a-priori information. This means, the table region and table structure detection has to be done.

image-text-localization-recognition icon image-text-localization-recognition

A general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源汇总 シーンテキストの位置認識と識別のための論文リソースの要約

imutils icon imutils

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

insightocr icon insightocr

MXNet OCR implementation. Including text recognition and detection.

jda icon jda

C++ implementation of Joint Cascade Face Detection and Alignment.

kiss icon kiss

Code for the paper "KISS: Keeping it Simple for Scene Text Recognition"

lab icon lab

[CVPR 2018] Look at Boundary: A Boundary-Aware Face Alignment Algorithm

lcnn_train icon lcnn_train

train model of "A Lightened CNN for Deep Face Representation" 人脸识别

libfacedetection icon libfacedetection

A fast binary library for face detection and face landmark detection in images. The face detection speed can reach 1500FPS. You can use it free of charge with any purpose.

lightcnn icon lightcnn

A pytorch implement of "A Light CNN for Deep Face Representation with Noisy Labels"

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