chore: init
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README.md
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# Table extraction from scrolling video
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Extract a table from a screen-recorded video: sample frames, OCR (Portuguese), align to column/row bounds from an SVG template, then merge and deduplicate into one CSV.
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## Inputs
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| File | Role |
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|------|------|
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| `video-data.webm` | Source video (scroll-down table). |
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| `template.svg` | Annotation: rectangles under the image = column bounds; 28 rows. |
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## Outputs
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| File / dir | Role |
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|------------|------|
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| `result.csv` | Final table: 6 columns (Concessionária, Código, Rodovia/UF, km inicial, km final, Extensão), one row per segment, deduplicated. |
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| `frames/` | Working: one PNG and one CSV per sampled frame (e.g. 0, 10, 20, …). |
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| `llm-fixed-frames/` | Optional: copy of frame CSVs after manual/LLM fixes; sew from here instead of `frames/` if used. |
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## Run (same chore again)
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**Fully automated (extract → fix → sew → result):**
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```bash
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nix-shell -p python3 python3Packages.opencv4 python3Packages.numpy python3Packages.pytesseract tesseract ffmpeg --run "./run.sh"
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```
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Or with custom video / output dir:
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```bash
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./run.sh path/to/video.webm my_frames
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# result.csv is still written at project root
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```
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**If you do manual fixes:** copy `frames/*.csv` into `llm-fixed-frames/`, edit CSVs, then:
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```bash
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python3 sew_csvs.py llm-fixed-frames result.csv
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```
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## Scripts (keep)
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| Script | Role |
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|--------|------|
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| `extract_frames_and_tables.py` | Sample video every N frames → PNGs; OCR (por) + SVG column/row bounds → one CSV per frame. |
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| `fix_all_csvs.py` | Heuristic fixes on frame CSVs (strip, E→-, pipe→space, extensão from km). |
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| `sew_csvs.py` | Merge frame CSVs in order, remove boundary overlap, deduplicate full rows, write result. |
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| `svg_columns.py` | Parse column/row rectangles from template.svg. |
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| `assign_cells.py` | Map word boxes to (col, row); merge cell text (col1 no space, others space). |
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| `clean_csv_heuristics.py` | Per-row cleanup and extensão correction (used by fix_all_csvs). |
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| `row_eq.py` | Row equality for sewing. |
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## Not kept (removed)
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- `extract_table_frames.py` – superseded by `extract_frames_and_tables.py`.
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- `extract_every_n_frames.py` – logic folded into `extract_frames_and_tables.py`.
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- `sewn.csv` – superseded by `result.csv` (sew now writes result.csv and dedupes).
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## Clean re-run
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To start from scratch:
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- Delete or clear `frames/` and optionally `llm-fixed-frames/`.
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- Run `./run.sh` (or the manual-fix flow above).
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`result.csv` is overwritten each run.
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