👋 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.

♻️ 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 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

Many #ML startups face challenges growing at scale and managing its infrastructure.

FinTech startup, @digits was able to mitigate these challenges with the early deployment of TensorFlow Extended.

Learn more ➡️ goo.gle/3gvm2LS 💡No. 1: Standardization

With TFX, @digits can increase code reusability and ramp up projects faster than ever before.

⚡Its continuous integration system automatically deploys its #ML models and tracks all changes in its Git repository.

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