Low Code AI - Tutorial 1 - Computer Vision With Bubble.io and AWS (Rekognition, Lambda, API Gateway)

Learn to build AI-powered Web Applications writing only a few lines of code! We build an application that can count the number of cats in a user-uploaded photo :) We use the following tools: - Rekognition, AWS's Machine Vision API, to process the image- AWS Serverless tools (Lambda and API Gateway) to handle the API processing- and Bubble.io to build the user interface. We hope this video can show you how quickly and easily you can get started building apps with machine learning capabilities, and as a gentle introduction to using Bubble with AWS. There isn't much coding in the video, so if you've not programmed before, I hope it's still comprehensible. If you do have experience writing code though, particularly in Python, you will probably find the programming bits quite straightforward. Timestamps: 0:00 - Intro 1:28 - Overview 4:50 - Rekognition Intro 10:28 - API Gateway Intro 11:35 - Bubble Intro 15:50 - API Creation in API Gateway 19:05 - Lambda Function Creation 25:40 - Connect Lambda to API Gateway 28:12 - Deploy API 29:25 - Connect Bubble to API 40:36 - Write Code to Call Rekognition 1:02:05 - Base64 Image Hack - Create Base64 Image in Bubble Database, to initialize API 1:07:30 - Troubleshooting & Finishing Build Companion code, as written in the video: https://github.com/Launchable-AI/low_code_computer_vision_tutorial If you like this content, let us know! We are planning a series of similar videos, using other AWS Machine Learning APIs, so leave a comment if there is a specific API you would be interested in seeing. Thanks for watching! (Note - You may want to watch the video at 2x speed. I'm a slow talker at baseline, and this was recorded fairly late in the evening :s ) ------------------------------------------- Some of our favourite resources to learn Bubble: Coaching No Code Apps - https://www.youtube.com/watch?v=6OKVj1A9OcY Matthew Neary - https://www.youtube.com/watch?v=llIJJagQk88 ------------------------------------------- website: launchable.ai twitter - @LaunchableAI - https://twitter.com/LaunchableAI LaunchableAI - Helping Makers, Founders, and Businesses launch AI-powered products and businesses. We offer development services for AI/ML, no-code/low-code, data science, and web applications.