Ask HN: Suggest a deep-learning personal project?

2 pointsbekantan6y ago1 comments

After completion of deeplearning.ai courses I am looking for personal project to further improve my understanding of AI and have some fun.

I find applications of convolutional networks and sequence models especially interesting.

One of the ideas I have is to build a command-line tool to classify my photos (mark photos with people, nature, cities, similar photos, photos with bad light / focus, ...).

Could you suggest progression through such project with high-level tasks ordered by difficulty?

Other project suggestions are also welcome!

1 comments

1 comments · 1 top-level

p1esk6y ago

Most straightforward progression:

1. establish desired categories

2. group existing photos into these categories

3. finetune a pretrained model on these categories

You can also partially automate step 2 using a pretrained model, but in this case some of your desired classes should be similar to (some of) the classes that model was trained on.

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