Xinpeng.Chen's repositories
SSD_scene_text_detection
Detect text in natural images with SSD, Single Shot Detection
Optimization_of_image_description_metrics_using_policy_gradient_methods
Tensorflow implement of paper: Optimization of image description metrics using policy gradient methods
Reading_text_in_the_wild_with_convolutional_neural_networks
Some codes for partly reproduction of the paper: Reading Text in the Wild with Convolutional Neural Networks
feature_extraction
feature extraction for image, video and audio
twitter-sentiment-analysis
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
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.
chineseocr_lite
超轻量级中文ocr，支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M
darknet_server
Darknet (Open source neural networks framework) Server
DynamicWindowApproach
The Dynamic Window Approach (DWA) planning algorithm written in C with Python Bindings
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
ffmpeg_source
all the package needed for FFmpeg
janusgraph
JanusGraph: an open-source, distributed graph database
MLPP
A library created to revitalize C++ as a machine learning front end. Per aspera ad astra.
pytorch-faster-rcnn
0.4 updated. Support cpu test and demo.
pytorch-retinanet
RetinaNet in PyTorch
pytorch_ctpn
This is a pytorch implementation of CTPN(Detecting Text in Natural Image with Connectionist Text Proposal Network)
TensorRT-CenterNet
tensorrt5 , centernet , centerface, deform conv, int8