AILabby - AILab & Beyond
Update June 12, 2018: The book has been officially published and the complete source code is available here. I’m honored to have Pete Warden, the lead of Google TensorFlow mobile team as one technical reviewer of the book, and Aurélien Géron, the best-seller author of Hands-On Machine Learning...
AILabby - AILab & Beyond
Late in May, I decided to learn more about CNN via participating in a Kaggle competition called Sealion Population Count. First, I came across this nice Notebook by Radu Stoicescu: Use keras to classify Sea Lions: 0.91 accuracy, and there’s a statement in it that says “This is the state of the art...
AILabby - AILab & Beyond
Update March 8, 2018: I’m busy writing a book on building iOS and Android apps with TensorFlow and one of the chapters I have completed writing has updated info on this model as well as a detailed tutorial of using the TensorFlow multiple styled model (stylize_quantized.pb from the official...
AILabby - AILab & Beyond
If you’re thinking of buying or building your own deep learning machine with some nice GPU for training, you may have come across Andrej Karpathy’s tweet about his deep learning rig build, which was a little outdated, being published in Sep. 2015, or more recently Lukas Biewald’s Build a super...
AILabby - AILab & Beyond
Even before I had my first dog, a Labrador Retriever, in June 2015, while walking and seeing a dog I often wondered what kind of breed it is. About a year ago, I found the Stanford Dogs Dataset and then asked a friend who had a Ph.D. in computer vision from CMU if it’s possible to use it and some...