On a small custom dataset captured with Aria glasses, distance and resolution drive OCR errors more than lighting, and 2x image upscaling cuts CER from 0.65 to 0.48 for the EAST+CRNN pipeline.
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Scene Text Detection and Recognition "in light of" Challenging Environmental Conditions using Aria Glasses Egocentric Vision Cameras
On a small custom dataset captured with Aria glasses, distance and resolution drive OCR errors more than lighting, and 2x image upscaling cuts CER from 0.65 to 0.48 for the EAST+CRNN pipeline.