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Most resources file is deprecated such aaptOptions, jvm extensions files, org.tensorflow:tensorflow-lite:0.0.0-nightly & more, the app needed to rewrite to match current build requirement

[Here you create 2d tensors](https://github.com/https-deeplearning-ai/tensorflow-2-public/blob/5dd912477fa42ffe22ba4727abebfbc1367ec083/C1_Browser-based-TF-JS/W1/ungraded_labs/C1_W1_Lab_1_FirstHTML.html#L25) but it is not really necessary or wise imho. It would be nice to know why you preferred rank-2 tensors there. If you have Rank...

There were some "=" instead of ":" in the img tag which was throwing errors.

For shuffling to have an effect `dataset.shuffle(100)` should be replaced by `dataset = dataset.shuffle(100)`

Link: Pre optimized mobileNet - Please find the link to the Pre optimized mobileNet link [here](https://www.tensorflow.org/lite/models/image_classification/overview). Not working when I access.

The accuracy should be measured using `val_acc` instead of `acc`.