90% of the time your image classifier is not working as expected it's because of (1) image resizing issues (2) batch-norm :) https://t.co/DYX8EEl68Z
— Dumitru Erhan (@doomie) July 8, 2020
90% of the time your image classifier is not working as expected it's because of (1) image resizing issues (2) batch-norm :) https://t.co/DYX8EEl68Z
— Dumitru Erhan (@doomie) July 8, 2020
New tutorial on https://t.co/m6mT8SrKDD: speaker recognition from speech samples, using FFT & 1D CNN. By @fadibadine https://t.co/8pfJpUWwP2
— François Chollet (@fchollet) July 7, 2020
🔍 @Sicara_fr's TF Explain implements interpretability methods as @TensorFlow 2.x callbacks to help you understand the behavior and decision-making processes of your neural networks.
— 👩💻 DynamicWebPaige @ 127.0.0.1 🏠 (@DynamicWebPaige) July 6, 2020
Check it out in action in @TensorBoard in the tutorial below:
👉 https://t.co/6hTGLmY9gm pic.twitter.com/t5H77ZhVKX
📢 TensorFlow 2.3.0-rc0 has been released!
— TensorFlow (@TensorFlow) July 1, 2020
✓ New mechanisms to solve input bottlenecks and save resources
✓ New tools like Memory Profiler
✓ Experimental support for Keras Preprocessing Layers API and more!
See the full release notes for details ↓ https://t.co/txhWTiUeuk
Interested in learning how to build OCR models? Here's a great code example from @A_K_Nain showing a model that can break Captchas. https://t.co/dmXDCNEppI pic.twitter.com/Rh3Py2CBqp
— François Chollet (@fchollet) June 26, 2020
Nice example of #UNet + #EfficientNet using @TensorFlow 2.2 and tf.keras: https://t.co/BxSb0v0IcE pic.twitter.com/qwZPMatvTN
— 👩💻 DynamicWebPaige @ 127.0.0.1 🏠 (@DynamicWebPaige) June 24, 2020
Categorical preprocessing layers are a new feature in Keras (available in tf-nightly & TF 2.3). They enable you to do string/int feature encoding directly as part of your model -- one-hot, multi-hot, indexing, hashing, etc. Check out this simple example: https://t.co/DLoUobJHYF
— François Chollet (@fchollet) June 22, 2020
✨🚗 A @TensorFlow 2.1 and tf.keras implementation of "Super SloMo: High-Quality Estimation of Frames for Video Interpolation (CVPR 2018)".https://t.co/CGTfKeOmEi
— 👩💻 DynamicWebPaige @ 127.0.0.1 🏠 (@DynamicWebPaige) June 19, 2020
The GIF on their README is giving me flashbacks to video-watching attempts during the age of dial-up... 😅 pic.twitter.com/6vmsLIQZMd
Cool demo by @A_K_Nain: building an OCR model with TF/Keras to read captcha https://t.co/R1EgCrWbkc
— François Chollet (@fchollet) June 14, 2020
A demonstration of metric learning for image similarity search, by @mat_kelcey https://t.co/mtZHOz7VM8
— François Chollet (@fchollet) June 10, 2020
New code example on https://t.co/m6mT8SrKDD: generating text with a miniature version of GPT. Trained on IMDB movie reviews. Made by @NandanApoorv https://t.co/IPziHaTuo5
— François Chollet (@fchollet) June 9, 2020
New example on https://t.co/m6mT8SrKDD: model interpretability with Integrated Gradients, by @A_K_Nain https://t.co/zfxGvcKH2i
— François Chollet (@fchollet) June 4, 2020