tianshizhilei98305's repositories
dogs-vs-cats
Multiple Imagenet frameworks used for "dogs vs cats"
eeg-pytorch
EEG motor-imagery data analysis using MNE and Pytorch
BCILAB
MATLAB Toolbox for Brain-Computer Interface Research
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
deeplearning.ai-notes
吴恩达《深度学习》学习笔记(xmind)、代码视频讲解
ecg_cls
pytorch_classification_ecg
ecogVIS
Time series visualizer and data processing tools for Electrocorticography (ECoG) signals stored in NWB files, for Python.
EEG-Decoding
Implemented CNN and RNN with PyTorch to learn and predict EEG dataset.
EEG_classification
Implementing different deep learning architecture using pyTorch to classify EEG signals.
EEGNet
[Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.org/pdf/1611.08024.pdf
haarcascades
My first brush with haar training in line with the paper by Viola and Jones, "Rapid object detection using a boosted cascade of simple features", Computer Vision and Pattern Recognition, 2001
iphys-toolbox
A MATLAB toolbox for iPPG analysis. The toolbox includes implementations of commonly used methods.
Keras_Metrics
Some Metric Implementation in Keras (Such as Pearsons Correlation Coefficient, Mean Relative Error)
moabb
Mother of All BCI Benchmarks
MTTS-CAN
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)
person_-Detection_by_Haar-cascades
Early approaches for Human Detection In this section, I would focus on Haar cascade and HOG based approaches for human detection. Haar Cascades for Human Detection Haar feature based approach for object detection is proposed by Paul Viola and Michael Jones in their paper “Rapid Object Detection using a Boosted Cascade of Simple Features” published in 2001. This approach is widely used for Face Detection.
PPGI-Toolbox
A MATLAB toolbox for Photoplethysmography Imaging
pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
pyVHR
Python framework for Virtual Heart Rate
STVEN_rPPGNet
Main code of "Remote Heart Rate Measurement from Highly Compressed Facial Videos: an End-to-end Deep Learning Solution with Video Enhancement"
TensorFlow-2.x-Tutorials
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。
TimeSformer-pytorch
Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification
zh-nlp-demo
自然语言处理NLP在中文文本上的一些应用，如文本分类、情感分析、命名实体识别等