Keras - Python Deep Learning Neural Network API

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Train image classifier using transfer learning - Fine-tuning MobileNet with Keras

June 6, 2018 by


Let's train our fine-tuned MobileNet model on images from our own data set, and then evaluate the model by using it to predict on unseen images. From the work we did together in the last video, we now have a MobileNet model that has been built and fine-tuned to be able to classify images of cats and dogs. We’re now going to train the model, observe the results, and then we’ll use the model for inference to evaluate how well the model predicts on images that it didn’t see during training or validation. Code: Code files are available as a perk for the deeplizard hivemind. Check out the details regarding deeplizard perks and rewards at: Follow deeplizard: YouTube: Twitter: Facebook: Steemit: Instagram: Pinterest: Support deeplizard on Patreon: Checkout products deeplizard suggests on Amazon: Support deeplizard by browsing with Brave: Support deeplizard with crypto: Bitcoin: 1AFgm3fLTiG5pNPgnfkKdsktgxLCMYpxCN Litecoin: LTZ2AUGpDmFm85y89PFFvVR5QmfX6Rfzg3 Ether: 0x9105cd0ecbc921ad19f6d5f9dd249735da8269ef Recommended books on AI: The Most Human Human: What Artificial Intelligence Teaches Us About Being Alive: Life 3.0: Being Human in the Age of Artificial Intelligence Playlists: Data Science - Machine Learning - Keras - Music: Laser Groove by Kevin MacLeod Investigations by Kevin MacLeod Thinking Music by Kevin MacLeod Chillin Hard by Kevin MacLeod YouTube: Website: Licensed under Creative Commons: By Attribution 3.0 License