Guillaume Chevalier guillaume-chevalier

Pinned repositories

1. LSTM-Human-Activity-Recognition

   Human activity recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNST…

   Jupyter Notebook 1.5k 444

2. Awesome-Deep-Learning-Resources

   Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier

   911 187

3. seq2seq-signal-prediction

   Signal prediction with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

   Jupyter Notebook 454 159

4. HAR-stacked-residual-bidir-LSTMs

   Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 diffe…

   Python 135 63

5. Vooban/Smoothly-Blend-Image-Patches

   Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.

   Python 104 27

6. Vooban/Hyperopt-Keras-CNN-CIFAR-100

   Forked from guillaume-chevalier/Hyperopt-Keras-CNN-CIFAR-100

   Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task. Monitoring with TensorBoard. Other visua…

   Jupyter Notebook 84 14