Image Classifier Example

I've designed an image classifier template for you to use as a learning tool! This is an example of how machine learning can be used in a software-as-a-service context, hopefully it gives you some ideas on how to do something similar. It's a combination of a few components including a Python web API, Flutter mobile app, and FastAI model training script. In this episode, I'll explain the process of building this template and how all the components fit together. Enjoy! Code for this video: https://github.com/llSourcell/image_classifier_template Coding challenge (Due Date: Oct 5 2019 Midnight PST): 1. Build an image classification service 2. Email the relevant link(s) to hello@sirajraval.com It would mean so much to me if you subscribe to my Youtube channel! https://bit.ly/2SvhG7v INSTAGRAM: https://bit.ly/312pLUb FACEBOOK: https://bit.ly/2OqOhx1 TWITTER: https://bit.ly/2OHYLbB WEBSITE: https://bit.ly/2OoVPQF Google Dataset Search: https://toolbox.google.com/datasetsearch Lots of datasets: https://github.com/awesomedata/awesome-public-datasets Imagga: https://imagga.com/ Firebase: https://firebase.google.com/ Stripe: https://stripe.com/ For your reference, the 5 steps I outline are: Step 1: Find an Image Dataset Step 2: Transfer Learning Step 3: Signup for Firebase + Stripe Step 4: Deploy the Web App Step 5: Build the Mobile App More detailed descriptions are in the github repository above. ---------------- Are you a total beginner to machine learning? Watch this: https://www.youtube.com/watch?v=Cr6VqTRO1v0&t=36s My AI Startup video: https://www.youtube.com/watch?v=NzmoPqte4V4 Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ Hit the Join button above to sign up to become a member of my channel for access to exclusive live streams! Join us at the School of AI: https://theschool.ai/ Signup for my newsletter for exciting updates in the field of AI: https://goo.gl/FZzJ5w And please support me on Patreon: https://www.patreon.com/user?