Text in everyday settings
Signs, menus, packaging, instructions, and forms photographed in the conditions your product needs to handle.
Bayanat Vision
Image and video data for understanding Arabic in context.
Build a collection around what your model needs to see and read. We create custom Arabic visual data for signs, packaging, instructions, and questions grounded in images or video.
What we can build together
Questions with visible evidence
Arabic descriptions, questions and answers, object relationships, and coordinates that show where an answer comes from.
Events in video
Event labels, timestamps, and questions about sequence or change in authorized recordings.
Relevant variety
Plan lighting, capture conditions, text styles, layouts, and difficulty around the task. Generated images remain identifiable separately from field collection.
How we put the data together
Define the use case
Choose a buyer problem, source permissions, and collection plan for a small pilot.
Review the labels
Check text, bounding boxes, relationships, and timestamps. Resolve ambiguous examples before collecting more.
Test new scenes
Separate locations or sources for evaluation where appropriate. Describe the actual collection without inferring people’s identities from appearance.
Reading a product label
A shopper asks which package meets a requirement. The model must read the Arabic labels, locate the relevant information, and answer from what is visible.
Common questions
Is this a ready-made image library?
This category is offered as custom collection and annotation. We start with a specific use case and pilot, then define the image or video count and coverage with you.
Can the annotations show where an answer appears in an image?
Yes. A custom specification can include scene text, coordinates, object relationships, and answers linked to visible evidence. Video projects can also include event timestamps.