Teachable Machine: Train Your Own AI Models Easily

Teachable Machine is a web-based tool that allows you to create machine learning models quickly and effortlessly, making it accessible to everyone, regardless of technical expertise. Whether you want to classify images, sounds, or body poses, Teachable Machine provides a fast and easy way to train a computer to recognize your own examples.

How to Use Teachable Machine

Using Teachable Machine is as simple as 1-2-3:

1. Gather Your Examples

Start by collecting and grouping your examples into categories that you want the computer to learn. You can use files or capture examples live using your webcam.

2. Train Your Model

Once you have your examples, train your model and instantly test it to see if it can correctly classify new examples. This real-time feedback helps you refine your model.

3. Export Your Model

After training, you can export your model for use in your projects, whether they are websites, apps, or other platforms. You can download your model or host it online for easy access.

What Can You Teach It?

Teachable Machine is flexible and respects your workflow. Here are some examples of what you can teach:

• Images: Classify images using files or your webcam.
• Sounds: Classify audio by recording short sound samples.
• Poses: Classify body positions using files or by striking poses in front of your webcam.

Tutorials to Get You Started

Teachable Machine offers various tutorials to help you create your models:

• Bananameter: Learn how to create a model that can tell if a banana is ripe or not.
• Sound Detection: Create a model that detects simple sounds like snaps or claps.
• Head Tilt Recognition: Build a model that recognizes which way you’re tilting your head.

Real-World Applications

Teachable Machine has been used in various innovative projects:

• Tiny Sorter: A DIY experiment connecting Arduino and Teachable Machine.
• Project Euphonia: Using facial gestures to trigger sounds for communication.
• Teachable Snake: Transforming a webcam and a piece of paper into a game controller.

Compatibility and Integration

The models created with Teachable Machine are real TensorFlow.js models, which means they work seamlessly with various tools like Glitch, P5.js, Node.js, and more. You can also export your models to different formats for use with Coral, Arduino, and other platforms.

Learning Resources

If you want to learn more about machine learning and AI ethics, Teachable Machine provides lessons and activities:

• AI + Ethics: Understand bias in algorithmic systems.
• Dancing with AI: Create interactive systems using PoseBlocks.
• Ready AI Lesson: Explore machine learning concepts and their societal impact.

Join the Community

Check out what others are creating with Teachable Machine by following the hashtag #teachablemachine on Twitter. If you’ve made something cool, share it with the community or email support at teachablemachine—.

Conclusion

Teachable Machine is an incredible tool for anyone looking to dive into the world of machine learning without needing extensive coding knowledge. Whether you’re a teacher, student, or hobbyist, this tool opens up a world of possibilities.

Ready to get started? Visit today and unleash your creativity!