Midv-682 ((new)) May 2026

It looks like you’re referring to a feature tracked under the identifier MIDV‑682. To help you effectively, I’ll need a bit more context. Could you let me know:

1. What project or product does this ID belong to? (e.g., a software application, hardware device, internal tool, etc.)
2. A brief description of the feature or the problem it’s meant to solve.
3. What you need from me—for example:
   • A summary of the requirement/specification
   • Guidance on how to design/implement it
   • Help writing a user story or acceptance criteria
   • Assistance with testing strategy or documentation
   • Something else entirely

The more detail you can provide, the better I can tailor my response to your needs.

Feature Specification – MIDV‑682

2. Summary (assumed purpose)

• Purpose: Benchmark/dataset for document/ID visual recognition, OCR, or related computer vision tasks.
• Primary use cases: ID detection, document layout analysis, OCR training/evaluation, facial matching on ID cards, anti-spoofing research.

Key characteristics

• Domain: Identity documents (IDs, passports, driver’s licenses, etc.).
• Data modality: RGB images (photographs) of documents in real-world conditions.
• Variability: Includes variations in lighting, perspective distortion, blur, partial occlusions, and complex backgrounds to mimic real capture scenarios.
• Annotations: Typically provides ground-truth for document localization (bounding quadrilaterals), text field locations, and transcriptions for fields (e.g., name, document number, dates). May also include per-character or per-word bounding boxes for OCR benchmarking.
• Purpose: Evaluate end-to-end pipelines: document detection, layout analysis, text detection, recognition, and field extraction.

If it's Related to Entertainment (Movie, Video, etc.):

Title: MIDV-682

Genre: [Specify genre, e.g., Sci-Fi, Action, Documentary] MIDV-682

Synopsis: In a world where [briefly describe the setting or premise], one person must [briefly describe the main character's quest or mission]. Featuring [notable actors or characters], MIDV-682 takes viewers on a thrilling journey of [main theme or plot].

Cast:

• [Actor's Name] as [Character's Name]
• [Actor's Name] as [Character's Name]

Release Date: [Provide a release date]

5. Suggested file organization

• /images/ — original image files named <sample_id>.jpg
• /annotations/ — <sample_id>.json for each image or a single annotations.json
• /masks/ — optional segmentation masks
• /splits/ — train.txt, val.txt, test.txt listing sample_ids
• /metadata.csv — tabular metadata for quick filtering