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๐—˜๐—š๐—ฌ-๐—œ ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ป๐—ผ๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป delivers high-quality medical and non-medical annotation services for AI model training, supported by multi-layer QC, domain expertise, and scalable workflows built for accuracy and consistency. ๐Ÿ“Œ ๐— ๐—ฒ๐—ฑ๐—ถ๐—ฐ๐—ฎ๐—น ๐—”๐—ป๐—ป๐—ผ๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป Annotation for ๐—–๐—ง, ๐— ๐—ฅ๐—œ, ๐—–๐—•๐—–๐—ง, ๐—ซ-๐—ฟ๐—ฎ๐˜†, ๐—จ๐—น๐˜๐—ฟ๐—ฎ๐˜€๐—ผ๐˜‚๐—ป๐—ฑ, ๐—ฃ๐—ฎ๐˜๐—ต๐—ผ๐—น๐—ผ๐—ด๐˜†, ๐—ฆ๐˜‚๐—ฟ๐—ด๐—ถ๐—ฐ๐—ฎ๐—น ๐—ฑ๐—ฎ๐˜๐—ฎ 2D/3D segmentation, organ labeling, vessel tracing, lesion detection Anatomical landmarks, measurements, and clinical review pipelines Support for diagnostic, surgical, and predictive AI systems ๐Ÿ“Œ ๐—š๐—ฒ๐—ป๐—ฒ๐—ฟ๐—ฎ๐—น ๐—ฎ๐—ป๐—ป๐—ผ๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฅ๐—ฒ๐˜๐—ฎ๐—ถ๐—น: Product/shelf detection, OCR, barcode ๐—”๐—ด๐—ฟ๐—ถ๐—ฐ๐˜‚๐—น๐˜๐˜‚๐—ฟ๐—ฒ: Crop & disease segmentation, field mapping ๐—ฅ๐—ผ๐—ฏ๐—ผ๐˜๐—ถ๐—ฐ๐˜€ / ๐—”๐˜‚๐˜๐—ผ๐—ป๐—ผ๐—บ๐—ผ๐˜‚๐˜€: Object tracking, LiDAR, depth ๐—”๐˜‚๐˜๐—ผ๐—บ๐—ผ๐˜๐—ถ๐˜ƒ๐—ฒ: Lane detection, traffic scenes, pedestrian/vehicle tracking ๐—–๐—ผ๐—ป๐˜€๐˜๐—ฟ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป / ๐—ฆ๐—บ๐—ฎ๐—ฟ๐˜ ๐—–๐—ถ๐˜๐—ถ๐—ฒ๐˜€: PPE detection, site monitoring, hazard events ๐— ๐—ฎ๐—ป๐˜‚๐—ณ๐—ฎ๐—ฐ๐˜๐˜‚๐—ฟ๐—ถ๐—ป๐—ด: Defect detection, quality-control annotation ๐—š๐—ฒ๐—ผ๐˜€๐—ฝ๐—ฎ๐˜๐—ถ๐—ฎ๐—น: Roads, buildings, land use, change detection ๐Ÿ“Œ ๐—”๐—ป๐—ป๐—ผ๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฆ๐—ธ๐—ถ๐—น๐—น๐˜€ Bounding boxes Polygons Semantic & instance segmentation Polyline & keypoints (lanes, skeletons, landmarks) Video tracking & temporal labeling 3D segmentation (organs, vessels, bones) LiDAR & point-cloud labeling OCR & transcription for documents and receipts ๐Ÿ“Œ ๐—Ÿ๐—Ÿ๐—  ๐—ง๐—ฟ๐—ฎ๐—ถ๐—ป๐—ถ๐—ป๐—ด, ๐—ฃ๐—ฟ๐—ผ๐—บ๐—ฝ๐˜ ๐—ฒ๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด & ๐—ก๐—Ÿ๐—ฃ Arabic & English datasets Instruction tuning, dialogue annotation, NER, sentiment, intent, safety evaluation ๐Ÿ“Œ ๐—ง๐—ฒ๐—ฐ๐—ต๐—ป๐—ถ๐—ฐ๐—ฎ๐—น ๐—˜๐˜…๐—ฝ๐—ฒ๐—ฟ๐˜๐—ถ๐˜€๐—ฒ Tools: 3D Slicer, ITK-SNAP, CVAT, Labelbox, V7, Supervisely, Encord, Roboflow, Label Studio, Dataloop, RedBrick AI ๐Ÿ“Œ ๐—ช๐—ต๐˜† ๐—˜๐—š๐—ฌ-๐—œ? Multi-layer QC from annotator to domain expert Scalable teams for small pilots or enterprise datasets Secure pipelines, NDA compliance, transparent reporting Free pilots

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Mohamed Oudah is the Chief Operations Officer of EGY-I.

1 people are employed at EGY-I.

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