diff --git a/AI.md b/AI.md new file mode 100644 index 0000000..c0783e0 --- /dev/null +++ b/AI.md @@ -0,0 +1,17 @@ +## Artificial Intelligence (AI) + +1. LSTMs (Recurrent Neural Networks) for Human Activity Recognition +Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING). +Project Source: https://github.com/guillaume-chevalier/LSTM-Human-Activity-Recognition + +1. Human activity recognition with stacked residual bidirectional LSTMs +Human Activity Recognition (HAR) using stacked residual bidirectional-LSTM cells (RNN) with TensorFlow. +Project Source: https://github.com/guillaume-chevalier/HAR-stacked-residual-bidir-LSTMs + +1. Signal prediction with a seq2seq RNN model in TensorFlow +Solving different simple toy problems about signal prediction. +Project Source: https://github.com/guillaume-chevalier/seq2seq-signal-prediction + +1. Hyperopt for solving CIFAR-100 with a convolutional neural network (CNN) built with Keras and TensorFlow, GPU backend +Auto-optimizing an artificial neural network (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task. +Project Source: https://github.com/guillaume-chevalier/Hyperopt-Keras-CNN-CIFAR-100 diff --git a/Audio.md b/Audio.md index 13b2805..944fb96 100644 --- a/Audio.md +++ b/Audio.md @@ -18,7 +18,7 @@ Project Homepage: http://willdrevo.com/fingerprinting-and-audio-recognition-with 1. headphones Automatic music downloader for SABnzbd. -Project Source: https://github.com/rembo10/headphones +Project Source: https://github.com/rembo10/headphones 1. jasper-client Client code for the Jasper voice computing platform. Jasper is an open source platform for developing always-on, voice-controlled applications. @@ -43,7 +43,11 @@ Project Documentation: https://pypi.python.org/pypi/shiva A client library for an unofficial Google Music api. Project Source: https://github.com/simon-weber/Unofficial-Google-Music-API Project Documentation: http://unofficial-google-music-api.readthedocs.org/en/latest/ - + 1. youku-lixian Youku download script. Project Source: https://github.com/iambus/youku-lixian + +1. filtering-stft-and-laplace-transform +Simple demo of filtering signal with an LP filter and plotting its STFT and Laplace transform, in Python. +Project Source: https://github.com/guillaume-chevalier/filtering-stft-and-laplace-transform diff --git a/README.md b/README.md index 8c0eae5..5cdf720 100644 --- a/README.md +++ b/README.md @@ -16,6 +16,7 @@ send me a pull request and follow the [contribution guide](https://github.com/ch ### Table of Contents +* [AI](https://github.com/checkcheckzz/Python-open-projects/blob/master/AI.md) * [Algorithm](https://github.com/checkcheckzz/Python-open-projects/blob/master/Algorithm.md) * [Audio](https://github.com/checkcheckzz/Python-open-projects/blob/master/Audio.md) * [Authentication](https://github.com/checkcheckzz/Python-open-projects/blob/master/Authentication.md)