TensorFlow is a fast, flexible, and scalable open-source machine learning library for research and production.
Nov 8, 2022 • 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.
Nov 7, 2022 • 5 tweets • 3 min read
♻️ 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
Nov 4, 2022 • 5 tweets • 3 min read
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.
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.
Oct 10, 2022 • 7 tweets • 3 min read
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
