This is a great way to get experience in building fully-fledged solutions that solve a problem from top to bottom.
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Make a webpage that plays this game using the webcam as the input method.
The computer will generate a random choice and will evaluate the winner by looking at your hand gesture.
This dataset will help: tensorflow.org/datasets/catal…
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Given a street view photo, recognize and display every house number you can find.
It's really fun to go around town and trying this out taking random pictures.
This dataset may help: ufldl.stanford.edu/housenumbers/
Build an application that, given a picture, recognizes any traffic signs in it.
Start with a couple of different signs. You can add more as you go.
Dataset: cg.cs.tsinghua.edu.cn/traffic-sign/
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Let me know in the comments below!