Four Ways to Build AI Tools Without Knowing How to Code
This post is part of Lifehacker’s “Living With AI” series: We investigate the current state of AI, walk through how it can be useful (and how it can’t), and evaluate where this revolutionary tech is heading next
There’s a lot of talk about how AI is going to change your life. But unless you know how to code, and are deeply aware of the latest advancements in AI tech, you likely assume you have no part to play here. (I know I did.) But as it turns out, there are companies out there designing programs to help you build AI tools without needing a lick of code.
What is the no-code movement:
The idea behind “no-code” is simple: Everyone should have the accessibility to build program, tools, and other digital services regardless of their level of coding experience. While some take a “low-code” approach, which still requires some coding knowledge, the services on this list are strictly “no-code.” Specifically, they’re no-code solutions to building AI tools.
That being said, keep your expectations in check here: The best AI tools are going to require extensive knowledge of both computer science and coding. But it’s good to know there are utilities out there ready to help you build practical AI tools from scratch, without needing to know much about coding (or tech) in the first place.
Train simple machine-learning models for free with Lobe:
If training a machine learning model sounds like something reserved for the AI experts, think again. While it’s true that machine learning is a complicated practice, there’s a way to build you own model for free with as few tools as a laptop and a webcam.
That’s thanks to a program called lobe: The free app, owned by Microsoft, makes it easy to build your own machine learning model to recognize whatever you want. Need your app to differentiate between colors? You can train it to do that. Want to make a program that can identify different types of plants? Train away.
You can see from the example video that you can train a model to identify when someone is drinking from a cup in only a few minutes. While you can include any images you may have previously taken, you can also simply snap some photos of you drinking from a cup from your webcam. Once you take enough sample photos of you drinking and not drinking, you can use those photos to train the model.
