Keras - Python Deep Learning Neural Network API

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MobileNet Image Classification with Keras

May 30, 2018 by


Let's introduce MobileNets, a class of light weight deep convolutional neural networks (CNN) that are vastly smaller in size and faster in performance than many other popular models. We’ll also see how we can work with MobileNets in code using Keras. MobileNets are a class of small, low-latency, low-power models that can be used for classification, detection, and other commmon tasks convolutional neural networks are good for. Because of their small size, these are considered great deep learning models to be used on mobile devices. MobileNets paper: 💥🦎 DEEPLIZARD COMMUNITY RESOURCES 🦎💥 👉 Check out the blog post and other resources for this video: 🔗 💻 DOWNLOAD ACCESS TO CODE FILES 🤖 Available for members of the deeplizard hivemind: 🔗 🧠 Support collective intelligence, join the deeplizard hivemind: 🔗 🤜 Support collective intelligence, create a quiz question for this video: 🔗 🚀 Boost collective intelligence by sharing this video on social media! ❤️🦎 Special thanks to the following polymaths of the deeplizard hivemind: Peder B. Helland 👀 Follow deeplizard: Twitter: Facebook: Patreon: YouTube: Instagram: 🎓 Other deeplizard courses: Reinforcement Learning - NN Programming - DL Fundamentals - Keras - TensorFlow.js - Data Science - Trading - 🛒 Check out products deeplizard recommends on Amazon: 🔗 📕 Get a FREE 30-day Audible trial and 2 FREE audio books using deeplizard’s link: 🔗 🎵 deeplizard uses music by Kevin MacLeod 🔗 🔗 ❤️ Please use the knowledge gained from deeplizard content for good, not evil.