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li-xiao-yu's Projects

advancedeast icon advancedeast

AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.

car-damage-detector icon car-damage-detector

Detect dents and scratches in cars. Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow.

cat_dog_cnn_keras icon cat_dog_cnn_keras

a convolutional neural net in keras to classify images of cats and dogs (from kaggle) with few training images

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

chinese_ocr-1 icon chinese_ocr-1

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

chinesecharactergenerator icon chinesecharactergenerator

该脚本能够将用户指定的字符输出为不同字体的图像文件,用于训练文字识别的机器学习模型或用于其他文字识别OCR项目

densenet icon densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dewarpnet icon dewarpnet

Code for the paper "DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks" (ICCV '19)

east icon east

A tensorflow implementation of EAST text detector

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

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