Answering your TF Lite questions and more! #AskTensorFlow

0:21 - Is RNN / LSTM, quantization-aware training, and TOCO conversion in TF Lite available in TensorFlow 2.0?
1:22 - Is there any tutorial / example for text processing models in TF Lite, aside from the pre-trained smart reply example?
1:53 - Is Swift for TensorFlow for iOS programming?
2:37 - Will there be a commodity device that I can use for TPU inferencing?
3:43 - Does TF Lite only work on Coral dev boards?
4:41 - Will Edge TPUs be available to purchase in other countries?
5:19 - What about Android things? Does TF 2.0 support them?
6:08 - What platforms are supported by Swift for TensorFlow?
6:55 - Will there be support in the Python API for exporting object detection models (e.g., after transfer learning) to TF Lite?
8:28 - Why is it currently so difficult to integrate and use custom C++ / CUDA operations in TensorFlow and especially TensorFlow Serving? Are there any plans to make this process easier for production?
9:28 - I had some problems using Keras and TensorFlow + OpenCV. Are there any improvements in TensorFlow 2.0?
10:44 - Does TensorFlow have any API that can do AutoML, as Azure ML SDK?
11:40 - What about Kotlin for TensorFlow?
12:12 - Can a deep learning model be miniaturized automatically?
14:14 - Do you have any plans to add support for constraints or -even better- AutoDiff on manifolds? It would be so nice to do optimization where some parameters live in SO(3), for example.

Resources mentioned in this episode:

This video is also subtitled in Chinese, Indonesian, Italian, Japanese, Korean, Portuguese, and Spanish.

[undisclosedmusic]

Is there support planned for non-NVIDIA GPUs to use TF and TF.Keras on Macs and with external (AMD) GPUs?

[rishabhjain]

Is it possible to install and import tensorflow on android?

[khk]

Hello, I'm final year student are doing my final year project which is using tensor flow software. I'm doing about the fingerprint classification for three type which is arch, loop and whorl. But until now, i don't know how to start my project. I'm already searching in google and so on but I'm still do not how to start it. Can you give a guide or some tutorial about the fingerprint classification? Thank you.

[jeffreybrunken]

Thanks for doing this. Please do more.

[francoisgervais]

Are object detection models coming to tf hub? Also in a way that can be fine-tuned? #AskTensorFlow

[MrDanamiel]

Will TF lite support other models aside from the prepared model on flutter?

[drmosfet]

Will TensorFlow ever have binaries download for legacy Intel CPU that doesn't support AVX, I'm finding that "Build from source" can be a real headache matching versions of the build sequence.

[billpitman]

I have the plans to build the stargate to my world. We are in the Vesica Piscis of Jupiter / Earth...
Follow the eye's gaze South of Saturn through the sea to find the oui... Silly humans were given a silicon crystal and thought the fractals were the keys... Destruction was your choice...measure twice all ways first... cutting might be avoidable...❤
InLak'ech Ala K'in

[MichaelMantion]

Why are they pushing swift so much? I can't find a single compelling reason to use swift. I am far more interested in Cython or node.js.