test

claude.md

@@ -59,6 +59,11 @@ MastersThesis/
 │   ├── 05_conclusiones_trabajo_futuro.md  # 5. Conclusiones (5.1, 5.2)
 │   ├── 06_referencias_bibliograficas.md   # Referencias bibliográficas (APA format)
 │   └── 07_anexo_a.md                      # Anexo A: Código fuente y datos
+├── thesis_output/           # Generated thesis document
+│   ├── plantilla_individual.htm           # Complete TFM (open in Word)
+│   └── figures/                           # PNG figures from Mermaid diagrams
+│       ├── figura_1.png ... figura_7.png
+│       └── figures_manifest.json
 ├── src/
 │   ├── paddle_ocr_fine_tune_unir_raytune.ipynb  # Main experiment (64 trials)
 │   ├── paddle_ocr_tuning.py                      # CLI evaluation script
@@ -69,7 +74,9 @@ MastersThesis/
 ├── instructions/            # UNIR instructions and template
 │   ├── instrucciones.pdf         # TFE writing guidelines
 │   ├── plantilla_individual.pdf  # Word template (PDF version)
-│   └── plantilla_individual.htm  # Word template (HTML version, readable)
+│   └── plantilla_individual.htm  # Word template (HTML version, source)
+├── apply_content.py         # Generates TFM document from docs/ + template
+├── generate_mermaid_figures.py  # Converts Mermaid diagrams to PNG
 ├── ocr_benchmark_notebook.ipynb  # Initial OCR benchmark
 └── README.md
 ```
@@ -115,19 +122,48 @@ The template (`plantilla_individual.pdf`) requires **5 chapters**. The docs/ fil
 
 ### Completed Tasks
 - [x] **Structure docs/ to match UNIR template** - All chapters now follow exact numbering (1.1, 1.2, etc.)
-- [x] **Add Mermaid diagrams** - 4 diagrams added (OCR pipeline, Ray Tune architecture, CER comparison charts)
+- [x] **Add Mermaid diagrams** - 7 diagrams added (OCR pipeline, Ray Tune architecture, methodology flowcharts, CER comparison charts)
+- [x] **Generate unified thesis document** - `apply_content.py` generates complete document from docs/
+- [x] **Convert Mermaid to PNG** - `generate_mermaid_figures.py` generates figures automatically
+- [x] **Proper template formatting** - Tables/figures use `Piedefoto-tabla` class, references use `MsoBibliography`
 
 ### Priority Tasks
 1. **Validate on other document types** - Test optimal config on invoices, forms, contracts
 2. **Expand dataset** - Current dataset has only 24 pages
-3. **Complete unified thesis document** - Merge docs/ chapters into final UNIR Word format
-4. **Create presentation slides** - For thesis defense
+3. **Create presentation slides** - For thesis defense
+4. **Final document review** - Open in Word, update indices (Ctrl+A, F9), verify formatting
 
 ### Optional Extensions
 - Explore `text_det_unclip_ratio` parameter (was fixed at 0.0)
 - Compare with actual fine-tuning (if GPU access obtained)
 - Multi-objective optimization (CER + WER + inference time)
 
+## Thesis Document Generation
+
+To regenerate the thesis document:
+
+```bash
+# 1. Generate PNG figures from Mermaid diagrams
+python3 generate_mermaid_figures.py
+
+# 2. Apply docs/ content to UNIR template
+python3 apply_content.py
+
+# 3. Open in Word and finalize
+# - Open thesis_output/plantilla_individual.htm in Microsoft Word
+# - Press Ctrl+A then F9 to update all indices
+# - Save as .docx
+```
+
+**What `apply_content.py` does:**
+- Replaces Resumen and Abstract with actual content + keywords
+- Replaces all 5 chapters with content from docs/
+- Replaces Referencias with APA-formatted bibliography
+- Replaces Anexo with repository information
+- Converts Mermaid diagrams to embedded PNG images
+- Formats tables with `Piedefoto-tabla` captions and sources
+- Removes template instruction text ("Importante:", "Ejemplo de nota al pie", etc.)
+
 ---
 
 ## UNIR TFE Document Guidelines