deep-neural-network topic
raman-spetroscopy-chemical-detection
Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)
neural-recommender
Neural recommender system implementation in TensorFlow.
Fake-Twitter-Account-Detection-Keras
Using Deep Neural Network to create a predictive model for Fake Account Detection.
attention-nilm
An Attention-based Deep Neural Network for Non-Intrusive Load Monitoring
DNNAC
All about acceleration and compression of Deep Neural Networks
ML-SIM
Desktop app, web app and source code for training, testing and using ML-SIM
private-ml-for-health
Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
pythagore-mod-reco
Package to train and run modulation recognition on raw I/Q radio samples, via deep-learning models
speech-emotion-recognition
这个项目将 RAVDESS 数据集切割成 1s 短语音,利用 openSMILE+CNN 进行训练,目标是将短语音分类到四种情感中,分别是:开心(happy)、悲伤(sad)、生气(angry)和中性(neutral)。最后准确率达到 76% 左右。
Distributionally-Robust-Optimization
Experiments with distributionally robust optimization (DRO) for deep neural networks