TensorFlow Mobile vs. TF Lite and More! #AskTensorFlow

In the first episode of our new series #AskTensorFlow, Developer Advocates Laurence Moroney & Magnus Hyttsten from Google’s TensorFlow team get together to answer questions that come directly from TensorFlow users. Find out how to manage your debug messages, why we prefer using Python for TensorFlow, the difference between TF Mobile & TF Lite, and much more! Check out all the helpful resources below & use #AskTensorFlow on social media if you want your question featured on a future episode!

[TensorFlow]

0:32 “When I try to run TensorFlow on Windows with my GPU, it fails with being unable to load the DLL. I have it installed, I checked... What can I do?”

2:16 “When I try to run a TensorFlow app, I get overloaded with debug messages. How do I turn them off?”

3:38 “I’d like to use TensorFlow, but I don’t know Python. Any other languages...how about Java?”

4:40 “What’s the difference between TF Mobile and TF Lite?”

6:09 “Is there a version of TensorFlow for Chrome OS?”

[foobar]

For the question:
0:32 “When I try to run TensorFlow on Windows with my GPU..." --
The 1st solution (difficult) is to install CUDA and cuDNN libraries with correct versions.
The 2nd solution (simpler) is to install Anaconda and install TensorFlow for Anaconda. Afterward, Anaconda will install CUDA and cuDNN libraries automatically.

[deeppandya]

Is there a way to enable gpu for tensorflowlite for android? I am using inceptionv3 pretrained model with tensorflow lite in android but it takes about 1-1.5 seconds to inference. I checked the android neural network api but it supports only android 8.1 onwards #AskTensorflow

[sterlingcrispin]

Man you should just answer stack overflow questions on stack overflow, where the text is searchable and connected to the question asked.

[biskero]

can the TensorFlow Lite on RPI 4 can be used for recognition on 2 or more cameras at the same time?

[Naturalismforever]

Hi Laurance, nice to see everytime you come up with new updates and information or experience with your expertise 😊👌

[abdulhakeemhamad]

[QUESTION] - Hi, I will love to build my own mobile artificial intelligent like Google Assistant / Siri, firstly which language do you think will be best for that, I think it should be JAVA Language and which library will be of best in support, I think TensorFlow is perfect. Kindly enlighten me more or put me through, I need a full explanation, thank you very much for all your services and magnanimity assistant you've been rendering to us.

[suryameda]

Is there a place where we can learn more about the models like mobilenet imagenet etc

[datacoders]

i make an chatbot with help seq to seq model but while i training on computer its take while long after shift to gpu it also taking long how can i train within time can i decrease batch size or some thing else i wan to do

[mimrankhan]

but there is no proper guide available how to make tensorflow android app and why google don't provide complete documentation accept useless things which is available on tensorflow official side totally uesless we can't understand from where we start i hope you explain it how we can implement tensorflow on android

[kanharusia]

I have windows 10 home, so I can't install Docker also I don't have Nvidia graphic card .

What should I do ?

[sudheersure]

Accuracy score of inceptionV3 tflite model is not good as of retrained_graph.pb file:
Score from retarined_graph.pb :



americancockroach 0.814701

greenhousecockroach 0.157736

germancockroach 0.0224954

brownbandedcockroach 0.00405233

australianspiderbeetle 0.000568162



Score from TensorFlow .lite files :

australianspiderbeetle, 0.012658036

confusedflourbeetle, 0.013540811

americancockroach, 0.033697817

it is getting less accuracy of converting tf-lite model, can you please correct me.

[jpalepu-qs]

i have a error showing that it cannot run without bazel or something like that! how to figure it out?

[themonkeyminds]

What about tensorflow for raspberry pie ?/?? How can I do stuff like yolo ? On raspberry pi ?

[albertwang]

Please make tensorflow for php, you will get a big booming of developer.

[ego_sum_liberi]

Cool.. Python it's awesome but how about tf for golang, Elixir.. I'm just saying that... Thanks for the consideration.

[syedfaizanali]

Google is making things so much easy for the developers and confusing at the same time. That girl asking difference between the TF Mobile and TF Feel her 😂 Like you can do the same thing by 3 different ways on Android.. ML Kit by Firebase TensorFlow TensorFlow Lite

[mbonuchinedu]

ML with Windows is quite annoying and frustrating

[ClintCombs]

Better Scala and Haskell support would be great.