Discover and read the best of Twitter Threads about #MadeWithTFJS

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Quick Tweet Storm โ›ˆ

How does AI bounding box detection work?

๐Ÿง  Learn in 30 seconds

#100DaysOfCode #CodeNewbie #MadeWithTFJS #MachineLearning #ComputerVision Image
It looks so simple when #AI does it right?

But #machinelearning doesn't give you an image, it gives you data. It's up to you to make it look simple. Image
You might think a #FrontEnd box gives you four values, and you're right, but it only gives you TWO points. From that you can infer a box to draw with #html5. Image
Read 9 tweets
To start with Audio classification, the easiest way is with Google's Teachable Machine: teachablemachine.withgoogle.com

You won't need any expertise, just add some audio samples and you'll have a model

Let's take a quick look on the basics and some internals

#teachablemachine

1/8๐Ÿงต
You can gather the data right in the the tool:

There are some great tips on how to gather better data here ๐Ÿ—ฃ๏ธ๐ŸŽ™๏ธ:
teachablemachine.withgoogle.com/faq#Tweaking-yโ€ฆ

2/8๐Ÿงต
Some tips are ๐Ÿ’ก:

-> To improve the quality of your audio data, try recording it with different microphones, in different rooms, changing the proximity to the mic.
-> The model will learn from 1-second samples so it won't be able to recognize longer events.

3/8๐Ÿงต
Read 8 tweets
Incoming Tweet Storm โ›ˆ

I'm so happy to announce my #TensorFlowJS book with @OReillyMedia

The book is geared towards #JavaScript devs looking to learn #AI / #ML

1/5

amzn.to/3dR3vpY
It's been a complete pleasure to work with #OReillyMedia

They are professionals, but they let me keep my personality which I feel is critical to all the #CodeNewbie folk in #tech.

2/5
I've learned a lot from the #DEVCommunity.

@TensorFlow is a new way of thinking for most #JSdevs. So each chapter opens with a quote and ends with a challenge.

I found it was important to get your hands dirty as early as possible to make the content engaging and fun ๐ŸŽ‰๐ŸŽ‰

3/5
Read 5 tweets

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