237 - What is Tensorflow Lite and how to convert keras model to tflite?

Code generated in the video can be downloaded from here:

First train a DL model and save it as h5. The convert to tflite.

Binary problem: Question is: Is the cell in the image infected/parasited?
If yes, probability is close to 1.
If no, the probablility is close to 0. (uninfected)

This is because we added label 1 to parasited images.
In summary, probability result close to 1 reflects infected (parasited) image
and close to 0 reflects uninfected image

[MuhammadSufyan-uy]

teacher u made our research easy thanx alot

[muhammadtanveer]

Thank you for a great tutorial. I just want to know how to visualize the prediction image of tflite model?

[sh]

Thanks for the explanatory video. How can I implement this for a non-image dataset? Thanks

[IntenseRouge]

🙂Thank you so much for your wonderful video. It is the best I had found on this topic. Your way of explaining things is really great.

[cckb]

You are a great tutor! Thank you very much!

[enriquescyes]

First of all, thank you for your great work, although I don't work with microscopy, I have been able to begin to understand ML and DL thanks to you. What I would like to know is what version of Tensorflow you are working with. I have had problems trying to convert TF2 to TF lite, and I would like to know if this is already fixed in the latest versions.

[jonathanr]

Thank you for sharing. That was great.

[dexnug]

hi sir, I have question, how we evaluate performance of tflite model?so we can compare with the original, regards

[pradeepg]

How to convert traditional opencv model to tensor flow

[alolpwnd]

How would you go about getting bondary boxes out of the output_data ?

[kirannchelak]

how can we convert maskrcnn model into tensorflow lite Sir?

[saurabhtalele]

here techi teacher who knows how to implement theory to code nice...

[chyrilnarvasa]

Can i convert any model to tflite such as faster rcnn inception v2 of pretrained model of Tenserflow 1 model zoo
???

[ArunKumar-sgjf]

make video for how to use tiff file and nrrd image in pytroch