I have a collection of garment images (shirts, pants, shoes, etc.). I want to classify them in a similar manner to the dogs and cats challenge. I can put them in the directory structure such as
Some items will be cross-category though. For instance, a garment might be considered a shirt and pants (not a good example, but still).
If an image item can be part of two categories is it ok to have it in multiple categories, or should I only have the image in the most specific category?
You should use the CSV approach in this case, like we did in the Planet dataset.
Can you remind me what the directory structure looked like for this?
The dataset isn’t available any longer, unfortunately, and I don’t have the data saved anywhere since I deleted my paperspace instance. Is that dataset somewhere I can snag so I can see how it was laid out again?
Ah, I actually still have the dataset on my aws instance. I see how it is working now. Thanks Jeremy!
Is the planet_cv notebook in a non-working order right now? I think I have everything up to date, but it is not finding the imports.
I took a step back and started a new notebook from scratch and am piecing together the elements I need. So far so good…thanks!
The notebook you want is ‘lesson2-image_models.ipynb’