Will your next ophthalmology paper make it into a top journal? Why not use a Keras model to find out?https://t.co/lh045AoXmu
— François Chollet (@fchollet) May 6, 2020
Would be interesting to do feature importance analysis here
Will your next ophthalmology paper make it into a top journal? Why not use a Keras model to find out?https://t.co/lh045AoXmu
— François Chollet (@fchollet) May 6, 2020
Would be interesting to do feature importance analysis here
The other day, I posted a Colab "Introduction to Keras for Researchers". Now, you can read "Introduction to Keras for Engineers". Very different focus & priorities :)https://t.co/CMqwjkLSxh
— François Chollet (@fchollet) April 29, 2020
We are excited to announce the open sourcing of TFRT, a new TensorFlow runtime that is going to improve the performance, extensibility, and modularity of TensorFlow.
— TensorFlow (@TensorFlow) April 29, 2020
Read all about it → https://t.co/pLZhxLdipf pic.twitter.com/BJkxOkOYMu
How do you obtain the class activation heatmap for an image classification model in Keras?
— François Chollet (@fchollet) April 26, 2020
Like this: https://t.co/sioWHRo8Sc pic.twitter.com/MdhGpOOF5h
Your 100% up-to-date guide to transfer learning & fine-tuning with Keras: https://t.co/iM7fnZEHNA
— François Chollet (@fchollet) April 19, 2020
Batch normalization involves many gotchas you need to be aware of.
You can use the new TF Profiler to identify input-bound programs (where your GPU sits idle waiting for data).
— Josh Gordon (@random_forests) April 15, 2020
Fixing bugs like these is music to my ears 🎶
Thanks Anirudh, @GalOshri, + team.
Article -> https://t.co/eTZr1E6Vae
Tutorial -> https://t.co/iaDfFzinpe pic.twitter.com/oUxQbdhaSc
Check out the new TensorFlow Profiler, now available in TensorBoard. Discover performance problems (with advice on how to improve).
— TensorFlow (@TensorFlow) April 15, 2020
Read more here → https://t.co/0k43edDynz pic.twitter.com/tptcnwLMtT
Just refreshed the "intro to Keras for researchers" notebook. It features a hypernetwork example and a VAE example. ~15 min read. Check it out: https://t.co/5Yoe4c7YaM
— François Chollet (@fchollet) April 12, 2020
Now writing an "intro to Keras for engineers" notebook. It looks *very* different :)
Should you choose performance or accuracy? Why not both? Check out Quantization Aware Training using the Model Optimization Toolkit!
— TensorFlow (@TensorFlow) April 8, 2020
🛠 Read the blog → https://t.co/eLV0BIY5kg pic.twitter.com/YwheoY7wB2
I've just uploaded a new screencast, this one featuring a lecture I'll be giving as part of a Stanford Embedded ML course tommorow: https://t.co/8OsWfDeMxS
— Pete Warden (@petewarden) April 6, 2020
I go into the background and design choices of TensorFlow Lite a bit more deeply than I have in the past
New tutorial!🚀
— Adrian Rosebrock (@PyImageSearch) March 30, 2020
Autoencoders for Content-based Image Retrieval (i.e., image search engines) with #Keras and #TensorFlow 2.0:https://t.co/KOBj1wCWwe 👍#Python #DeepLearning #MachineLearning #ArtificialIntelligence #AI #DataScience #ComputerVision #OpenCV pic.twitter.com/vflrwu6yhl
https://t.co/HaB5BQbREl
— Martin Görner (@martin_gorner) March 26, 2020
👍👍👍notebook in the Kaggle Jigsaw multilingual toxic comment detection comp. He showcases 5 NLP models: CNN, LSTM with attention, BERT, even capsules !
Also shows how to use a DistillBert model from the transformers library by HuggingFace. All on TPU.