4. Additional data collection
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1. Compatibility
Unless you’re intended to create a brand new dataset, the new image and annotation must be compatible to the original dataset.
- Image size, aspect ratio, camera
- Image lighting, background condition
- Objects appeared in the image (labels to annotate)
No matter how much you collect new data, if the data is not compatible, you’re not be able to use them.
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