Keras - Python Deep Learning Neural Network API

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

June 4, 2018 by

Description

Now that we’ve seen what MobileNet is all about in our last video, let’s talk about how we can fine-tune the model via transfer learning and and use it on another dataset. We’ll also be walking through the implementation of this in code using Keras, and through this process we’ll get exposed to Keras’ Functional API. Pre-requisite videos: Fine-tuning a Neural Network explained https://youtu.be/5T-iXNNiwIs Fine-tune VGG16 Image Classifier with Keras | Part 1: Build https://youtu.be/oDHpqu52soI Fine-tune VGG16 Image Classifier with Keras | Part 2: Train https://youtu.be/INaX55V1zpY Fine-tune VGG16 Image Classifier with Keras | Part 3: Predict https://youtu.be/HDom7mAxCdc Image preparation for CNN Image Classifier with Keras https://youtu.be/LhEMXbjGV_4 Code: https://www.patreon.com/posts/code-for-19266646 Code files are available as a perk for the deeplizard hivemind. Check out the details regarding deeplizard perks and rewards at: http://deeplizard.com/hivemind Follow deeplizard: YouTube: https://www.youtube.com/deeplizard Twitter: https://twitter.com/deeplizard Facebook: https://www.facebook.com/Deeplizard-145413762948316 Steemit: https://steemit.com/@deeplizard Instagram: https://www.instagram.com/deeplizard/ Pinterest: https://www.pinterest.com/deeplizard/ Support deeplizard on Patreon: https://www.patreon.com/deeplizard Checkout products deeplizard suggests on Amazon: https://www.amazon.com/shop/deeplizard Support deeplizard by browsing with Brave: https://brave.com/dee530 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: http://amzn.to/2GtjKqu Life 3.0: Being Human in the Age of Artificial Intelligence https://amzn.to/2H5Iau4 Playlists: Data Science - https://www.youtube.com/playlist?list=PLZbbT5o_s2xrth-Cqs_R9-us6IWk9x27z Machine Learning - https://www.youtube.com/playlist?list=PLZbbT5o_s2xq7LwI2y8_QtvuXZedL6tQU Keras - https://www.youtube.com/playlist?list=PLZbbT5o_s2xrwRnXk_yCPtnqqo4_u2YGL Music: Laser Groove by Kevin MacLeod Chillin Hard by Kevin MacLeod Investigations by Kevin MacLeod Thinking Music by Kevin MacLeod YouTube: https://www.youtube.com/channel/UCSZXFhRIx6b0dFX3xS8L1yQ Website: http://incompetech.com/ Licensed under Creative Commons: By Attribution 3.0 License http://creativecommons.org/licenses/by/3.0/