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Xieyangyang's Projects

chinese_ocr icon chinese_ocr

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

context_aug icon context_aug

Context-driven data augmentation for Object Detection (ECCV'18)

data_augmentation_zoo_for_object_detection icon data_augmentation_zoo_for_object_detection

Includes: Learning data augmentation strategies for object detection | GridMask data augmentation | Augmentation for small object detection in Numpy. Use RetinaNet with ResNet-18 to test these methods on VOC and KITTI.

easyquant icon easyquant

EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activations.

hyperlandmark icon hyperlandmark

基于深度学习106点人脸标定算法 Open Source Face Landmark

kws icon kws

An End-to-End Architecture for Keyword Spotting and Voice Activity Detection

lightnet icon lightnet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

ml-kws-for-mcu icon ml-kws-for-mcu

能够在移动端使用的关键词语音识别，其实用的是分类方法来完成的

model-compression icon model-compression

model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for binary value of feature(A))

ncnnqat icon ncnnqat

quantize aware training package for NCNN on pytorch

photo2cartoon icon photo2cartoon

人像卡通化探索项目 (photo-to-cartoon translation project)

real-esrgan icon real-esrgan

Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.

slimyolov3 icon slimyolov3

This page is for the SlimYOLOv3: Narrower, Faster and Better for UAV Real-Time Applications

unsup-hard-negative-mining-mscoco icon unsup-hard-negative-mining-mscoco

Repository for experiments on MSCOCO for Unsupervised Hard Example Mining from Videos for Improved Object Detection(https://arxiv.org/abs/1808.04285)

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