# Batch Photo Culling Review and Editing Shortlist Handoff

Review technical photo signals and near-duplicate groups, override automatic picks, reconcile the CSV and verify an editing shortlist ZIP without deleting originals or confusing scores with artistic quality.

> Canonical page: https://elysiatools.com/en/hubs/batch-photo-culling-review-and-editing-shortlist-handoff

- **Keywords:** batch photo culling workflow, near duplicate photo review, editing shortlist handoff, photo selection CSV verification

## Frequently asked questions

### Does the highest score identify the best photograph?

No. Signals come from a 256-pixel analysis thumbnail and are heuristic. Edge detail is not a focus probability, and exposure fractions are not full-resolution metering. Human intent decides.

### Can I delete everything that is not recommended?

No. Recommendations initialize selections but are not approval. Similar groups are conservative, not semantic scene groups, and the tool does not inspect faces or closed eyes. Preserve originals and manually review exclusions.

### Does the ZIP resize or anonymize selected photos?

No. It packages input bytes under prefixed, sanitized filenames plus photo-report.csv. EXIF, location data and visible private content may remain; use separately reviewed derivatives if needed.

### Does valid CSV prove the selected set is complete?

No. It checks CSV structure, not photographic decisions or package contents. Reconcile rows, failures and ZIP entries with batch identities and hashes, then open the recovered files.

## Related content

- [Photo Proof Contact Sheet Review and Selection Handoff](https://elysiatools.com/en/hubs/photo-proof-contact-sheet-review-and-selection-handoff): Prepare numbered photo proofs, check orientation and privacy, review a PDF contact sheet for missing images and cropped previews, and hand off a traceable client selection ledger.
- [Camera RAW Intake, Proofing, and Metadata Workflows](https://elysiatools.com/en/hubs/camera-raw-preview-metadata-workflows): Inspect camera RAW intake, verify EXIF and orientation, create format-specific JPEG proofs, and remove sensitive metadata before handoff.
- [Image Metadata Inspection, Orientation, and Privacy Cleanup](https://elysiatools.com/en/hubs/image-metadata): Inspect EXIF, IPTC, and XMP, fix orientation safely, decide between metadata editing and irreversible privacy removal, and verify the exported file no longer exposes unwanted data.