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Nov 8 5 tweets 3 min read
👋 See how Alex Agudelo built Kemu, a visual low/no code editor for #WebML!

Check out 3 demos he made in Kemu on the most recent #MadewithTFJS episode ➡️ goo.gle/3A0TYa9
💡The first demo, Mind Controller, combines hardware and software using an image classifier to control an IoT device.
🏎️ The second demo, Eye Driver, combines two very different machine learning models trained in two completely different tasks to achieve controlling a video game with just your eyes!
🍜The third demo, Measuring Liquid Level, highlights machine vision to track the quantity left of food in different food containers for restaurants.
Learn about the challenges Alex faced along the way and upcoming plans for Kemu ⬇️

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More from @TensorFlow

Nov 7
♻️ Introducing CircularNet, a set of data efficient models created to support the way we manage and recycle materials across the waste management ecosystem.

Learn how CircularNet uses TensorFlow's Mask R-CNN algorithm to change the future of recycling ➡️ goo.gle/3shYqgA Model identifying the produ...
Once data is collected at Material Recovery Facilities,

✅ Annotation files get converted into COCO JSON
✅ Incorrect labels, errors and corrupt images are removed to ensure smooth training.
✅ Final file gets converted to the TF record format A material recovery facilit...
The Mask RCNN is then trained using the Model Garden Repository.

✅ Hyper parameter optimization is performed by changing image size, batch TensorFlow Model Garden logo
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Oct 10
Explore some tools to support and accelerate TensorFlow workflows in the thread. ⬇
Colab, or "Colaboratory," allows you to write and execute Python in your browser, with ⤵️

⚡️Zero configuration required
⚡️Access to GPUs free of charge
⚡️Easy sharing

No matter who you are, Colab can make your work easier. Learn more ➡️ goo.gle/3RKo0oF Colab logo illustrated by a C and O, resembling an infinity
💡 TensorBoard provides the visualization and tooling needed for machine learning experimentation.

Learn all about it here ➡️ goo.gle/3RMxYpK
Read 7 tweets

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