Leyenda

docs/00_resumen.md

@@ -6,7 +6,7 @@ Se realizó un estudio comparativo de tres soluciones OCR de código abierto: Ea
 
 Los resultados demuestran que la optimización de hiperparámetros logró mejoras significativas: el mejor trial individual alcanzó un CER de 0.79% (precisión del 99.21%), cumpliendo el objetivo de CER < 2%. Al validar la configuración optimizada sobre el dataset completo de 45 páginas, se obtuvo una mejora del 12.8% en CER (de 8.85% a 7.72%). El hallazgo más relevante fue que el parámetro `textline_orientation` (clasificación de orientación de línea de texto) tiene un impacto crítico en el rendimiento. Adicionalmente, se identificó que el umbral de detección (`text_det_thresh`) presenta una correlación positiva moderada (0.43) con el error, lo que indica que valores más bajos tienden a mejorar el rendimiento.
 
-**Fuente:** [`docs/metrics/metrics_paddle.md`](https://seryus.ddns.net/unir/MastersThesis/src/branch/main/docs/metrics/metrics_paddle.md), [`src/results/correlations/paddle_correlations.csv`](https://seryus.ddns.net/unir/MastersThesis/src/branch/main/src/results/correlations/paddle_correlations.csv).
+**Fuente:** [`metrics_paddle.md`](https://seryus.ddns.net/unir/MastersThesis/src/branch/main/docs/metrics/metrics_paddle.md), [`paddle_correlations.csv`](https://seryus.ddns.net/unir/MastersThesis/src/branch/main/src/results/correlations/paddle_correlations.csv).
 
 Este trabajo demuestra que la optimización de hiperparámetros es una alternativa viable al fine-tuning, especialmente útil cuando se dispone de modelos preentrenados para el idioma objetivo. La infraestructura dockerizada desarrollada permite reproducir los experimentos y facilita la evaluación sistemática de configuraciones OCR.
 
@@ -22,7 +22,7 @@ A comparative study of three open-source OCR solutions was conducted with EasyOC
 
 Results demonstrate that hyperparameter optimization achieved significant improvements. The best individual trial reached a CER of 0.79% (99.21% accuracy), meeting the CER < 2% objective. When validating the optimized configuration on the full 45-page dataset, a 12.8% CER improvement was obtained (from 8.85% to 7.72%). The most relevant finding was that the `textline_orientation` parameter (text line orientation classification) has a critical impact on performance. Additionally, the detection threshold (`text_det_thresh`) showed a moderate positive correlation (0.43) with error, indicating that lower values tend to improve performance.
 
-Sources: [`docs/metrics/metrics_paddle.md`](https://seryus.ddns.net/unir/MastersThesis/src/branch/main/docs/metrics/metrics_paddle.md), [`src/results/correlations/paddle_correlations.csv`](https://seryus.ddns.net/unir/MastersThesis/src/branch/main/src/results/correlations/paddle_correlations.csv).
+Sources: [`metrics_paddle.md`](https://seryus.ddns.net/unir/MastersThesis/src/branch/main/docs/metrics/metrics_paddle.md), [`paddle_correlations.csv`](https://seryus.ddns.net/unir/MastersThesis/src/branch/main/src/results/correlations/paddle_correlations.csv).
 
 This work demonstrates that hyperparameter optimization is a viable alternative to fine-tuning, especially useful when pre-trained models for the target language are available. The dockerized infrastructure developed enables experiment reproducibility and facilitates systematic evaluation of OCR configurations.
 

docs/compliance.md

@@ -0,0 +1,157 @@
+# UNIR Style Compliance Checklist
+
+This document lists the UNIR TFE style requirements to verify before final submission.
+
+## Page Layout
+
+| Requirement | Specification | Check |
+|-------------|---------------|-------|
+| Page size | A4 | ☐ |
+| Left margin | 3.0 cm | ☐ |
+| Right margin | 2.0 cm | ☐ |
+| Top margin | 2.5 cm | ☐ |
+| Bottom margin | 2.5 cm | ☐ |
+| Header | Student name + TFE title | ☐ |
+| Footer | Page number | ☐ |
+
+## Typography
+
+| Element | Specification | Check |
+|---------|---------------|-------|
+| Body text | Calibri 12pt, justified, 1.5 line spacing | ☐ |
+| Título 1 (H1) | Calibri Light 18pt, blue, numbered (1., 2., ...) | ☐ |
+| Título 2 (H2) | Calibri Light 14pt, blue, numbered (1.1, 1.2, ...) | ☐ |
+| Título 3 (H3) | Calibri Light 12pt, numbered (1.1.1, 1.1.2, ...) | ☐ |
+| Título 4 (H4) | Calibri 12pt, bold, unnumbered | ☐ |
+| Footnotes | Calibri 10pt, justified, single spacing | ☐ |
+| Code blocks | Consolas 10pt | ☐ |
+
+## Document Structure
+
+| Section | Requirements | Check |
+|---------|--------------|-------|
+| Portada | Title, Author, Type, Director, Date | ☐ |
+| Resumen | 150-300 words in Spanish + Palabras clave (3-5) | ☐ |
+| Abstract | 150-300 words in English + Keywords (3-5) | ☐ |
+| Índice de contenidos | Auto-generated, new page | ☐ |
+| Índice de figuras | Auto-generated, new page | ☐ |
+| Índice de tablas | Auto-generated, new page | ☐ |
+| Cap. 1 Introducción | 1.1 Motivación, 1.2 Planteamiento, 1.3 Estructura | ☐ |
+| Cap. 2 Contexto | 2.1 Contexto, 2.2 Estado del arte, 2.3 Conclusiones | ☐ |
+| Cap. 3 Objetivos | 3.1 Objetivo general, 3.2 Específicos, 3.3 Metodología | ☐ |
+| Cap. 4 Desarrollo | Structure depends on work type | ☐ |
+| Cap. 5 Conclusiones | 5.1 Conclusiones, 5.2 Trabajo futuro | ☐ |
+| Referencias | APA format, alphabetical order | ☐ |
+| Anexos | Code repository URL, supplementary data | ☐ |
+
+## Tables
+
+| Requirement | Specification | Check |
+|-------------|---------------|-------|
+| Title position | Above the table | ☐ |
+| Title format | **Tabla N.** *Descriptive title in italics.* | ☐ |
+| Numbering | Sequential (1, 2, 3...), Anexo uses A1, A2... | ☐ |
+| Border style | APA: horizontal lines only (top, header bottom, table bottom) | ☐ |
+| Source position | Below the table, centered | ☐ |
+| Source format | Fuente: Author, Year. or Fuente: Elaboración propia. | ☐ |
+| Leyenda (if needed) | Below Fuente, same style (Piedefoto-tabla) | ☐ |
+| In TOT index | All tables appear in Índice de tablas | ☐ |
+
+## Figures
+
+| Requirement | Specification | Check |
+|-------------|---------------|-------|
+| Title position | Above the figure | ☐ |
+| Title format | **Figura N.** *Descriptive title in italics.* | ☐ |
+| Numbering | Sequential (1, 2, 3...), Anexo uses A1, A2... | ☐ |
+| Alignment | Centered | ☐ |
+| Source position | Below the figure, centered | ☐ |
+| Source format | Fuente: Author, Year. or Fuente: Elaboración propia. | ☐ |
+| Leyenda (if needed) | Below Fuente, same style (Piedefoto-tabla) | ☐ |
+| In TOF index | All figures appear in Índice de figuras | ☐ |
+
+## Lists
+
+| Requirement | Specification | Check |
+|-------------|---------------|-------|
+| Bullet lists | Indented 36pt, bullet symbol (·) | ☐ |
+| Numbered lists | Indented 36pt, sequential numbers (1, 2, 3...) | ☐ |
+| Spacing | Proper First/Middle/Last paragraph spacing | ☐ |
+
+## Citations and References
+
+| Requirement | Specification | Check |
+|-------------|---------------|-------|
+| Citation format | APA 7th edition | ☐ |
+| Single author | (Author, Year) or Author (Year) | ☐ |
+| Two authors | (Author1 & Author2, Year) | ☐ |
+| Three+ authors | (Author1 et al., Year) | ☐ |
+| Reference list | Alphabetical by first author surname | ☐ |
+| Hanging indent | 36pt left margin, -36pt text indent | ☐ |
+| DOI/URL | Include when available | ☐ |
+| No Wikipedia | Wikipedia citations not allowed | ☐ |
+| Source variety | Books, journals, conferences (not just URLs) | ☐ |
+
+## SMART Objectives
+
+All objectives must be SMART:
+
+| Criterion | Requirement | Check |
+|-----------|-------------|-------|
+| **S**pecific | Clearly defined, unambiguous | ☐ |
+| **M**easurable | Quantifiable success metric (e.g., CER < 2%) | ☐ |
+| **A**ttainable | Feasible with available resources | ☐ |
+| **R**elevant | Demonstrable impact | ☐ |
+| **T**ime-bound | Achievable within timeframe | ☐ |
+
+## Writing Style
+
+| Requirement | Check |
+|-------------|-------|
+| Each chapter starts with introductory paragraph | ☐ |
+| Each paragraph has at least 3 sentences | ☐ |
+| No two consecutive headings without text between them | ☐ |
+| No superfluous phrases or repetition | ☐ |
+| All concepts defined with pertinent citations | ☐ |
+| Spelling checked (Word corrector) | ☐ |
+| Logical flow between paragraphs | ☐ |
+
+## Final Checks
+
+| Requirement | Check |
+|-------------|-------|
+| All cited references appear in reference list | ☐ |
+| All references in list are cited in text | ☐ |
+| All figures/tables have numbers and titles | ☐ |
+| Update all indices (Ctrl+A, F9 in Word) | ☐ |
+| Page count: 50-90 pages (excl. cover, indices, annexes) | ☐ |
+| Final format: PDF for deposit | ☐ |
+
+## Automated Checks (apply_content.py)
+
+The following are automatically handled by the generation scripts:
+
+- ✓ Table/Figure sequential numbering
+- ✓ Anexo items use A1, A2... prefix
+- ✓ TC fields for Anexo items (appear in indices)
+- ✓ Piedefoto-tabla style for Fuente/Leyenda
+- ✓ MsoCaption style for titles
+- ✓ APA table borders (horizontal only)
+- ✓ MsoBibliography style for references
+- ✓ MsoQuote style for blockquotes
+- ✓ List paragraph classes (First/Middle/Last)
+- ✓ Bold H4 headings (unnumbered)
+
+## Color Palette (UNIR Theme)
+
+| Color | Hex | Usage |
+|-------|-----|-------|
+| Primary Blue | `#0098CD` | Headings, diagram borders |
+| Light Blue BG | `#E6F4F9` | Diagram backgrounds |
+| Dark Gray | `#404040` | Body text |
+| Accent Blue | `#5B9BD5` | Table headers |
+| Light Accent | `#9CC2E5` | Table borders |
+
+---
+
+**Reference:** UNIR TFE Guidelines (`instructions/instrucciones.pdf`, `instructions/plantilla_individual.pdf`)