English (United States) Product labels IMG_OCR_USE_PRODUCTLABELS true Image recognition Product Packaging / Retail Camera Mixed lighting conditions Resolution: Phone-native corpus, no document scans. ~63% vertical 1080px-wide phone video/photo frames (variable height, mostly 1440px); ~25% phone camera photos (native 4:3 sensor, e.g. 3024×4032, 4000×3000); ~4% 16:9 photo/video frames; ~3% panoramic/extreme-aspect shots; ~5% other/odd aspect ratios (including some square 3120×3120 crops) and oversized outliers 54350 images Image Photographs taken by contributors/field collectors Bounding box annotation; Annotated for category e jpg Appen Global Photos of various products including the label |Annotated for category e.g. Food, health & beauty, pet supplies; brand name, packaging type, product description, angle and image quality. | Bounding box and text transcription annotation can be developed upon request. 2024