DeepExperiments
TensorFlow/Keras experiments on computer vision and natural language processing
Suggested path
Image Recognition
- Non TensorFlow Comparisons for notMNIST Data Set
- Tensorflow basics
- MNIST For ML Beginners (0.11.0rc2)
- MNIST For ML Beginners (0.12.0rc2)
- Fully Connected Neural Networks - No Convolutions
- Fully Connected Neural Networks - Regularization/L2 - No Convolutions
- Fully Connected Neural Networks - Regularization/Dropout - No Convolutions
- Fully Connected Neural Networks + Convolutions
- AlexNet from ImageNet Classification with Deep Convolutional Neural Networks
- From Deep Learning with Python - Deep learning for computer vision
- Autoencoders
- Generative Adversarial Networks