Midv-296 Link

MIDV-296 is a curated dataset and benchmark designed to evaluate computer vision algorithms—particularly document detection, alignment, OCR, and biometric/face-recognition tasks—on images of identity documents captured under realistic, unconstrained mobile conditions. Built from variations of identity-document images, it stresses robustness to perspective distortion, occlusion, lighting changes, motion blur, and diverse capture devices.

| Step | Action | Owner | ETA | |------|--------|-------|-----| | 1 | Refactor CsvProcessor to use a streaming API (e.g., java.nio.file.Files.lines + univocity-parsers). | Backend team | 2026‑04‑15 | | 2 | Add unit tests for files > 100 MB. | QA | 2026‑04‑16 | | 3 | Update documentation: “Maximum file size for CSV imports – 200 MB (streaming mode).” | Docs | 2026‑04‑18 | | 4 | Deploy to staging and run performance benchmarks. | Ops | 2026‑04‑20 | | 5 | Release to production (hot‑fix). | Release | 2026‑04‑22 |

| # | Action | Expected Result | Actual Result | |---|--------|----------------|---------------| | 1 | [e.g., Navigate to “Import → CSV”] | [e.g., “Upload button is enabled”] | [e.g., “Button stays disabled”] | | 2 | [e.g., Select a 150 MB CSV file] | [e.g., “File accepted, progress bar appears”] | [e.g., “Application throws OutOfMemoryError”] | | 3 | […] | […] | […] |

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Title: [Brief, descriptive title – e.g., “Crash when uploading large CSV files in the Data‑Import module”] MIDV-296

Issue ID: MIDV‑296

Component / Area: [e.g., “Backend – Data‑Import Service”, “Frontend – React UI”, “CI pipeline”, etc.]

Reported by: [Your name / team]

Date reported: [MM/DD/YYYY]

Severity / Priority: [e.g., Critical / High / Medium / Low]