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Ask HN: Dataset Cleaning Tips
Hello! I am building a custom dataset in the style of CIFAR-10, so I have about 60k images. As of now I'll probably be cleaning the dataset manually be deleting non-relevant images, cropping, etc, in addition to automatic preprocessing like resizing images and so on.
Do you have any tip or best practice for the manual cleaning up? Is using something like Amazon Mechanical Turc doable/viable?
Thanks!
- saamm 8y agohttps://arxiv.org/abs/1902.10811 https://arxiv.org/abs/1902.10811 There's some description in here you may find relevant.