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AI-coodex-rekog-image-labeling/label/cores/file/QUICKSTART.md
2026-05-14 14:07:04 -03:00

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# Quick Start Guide
## Installation
```bash
pip install -r requirements.txt
```
## Basic Usage
### Extract layers from PDF
```bash
python layer_extractor.py diagram.pdf
```
That's it! Layers will be saved to `output/` directory.
## Common Adjustments
### Problem: Colors bleeding between layers
```bash
# INCREASE tolerance (counter-intuitive but correct!)
# Antialiasing creates intermediate colors that need higher tolerance
python layer_extractor.py diagram.pdf -t 45
```
### Problem: Layers mixing too much
```bash
# Decrease tolerance (stricter color matching)
python layer_extractor.py diagram.pdf -t 20
```
### Problem: Missing fine details
```bash
# Increase tolerance + higher DPI
python layer_extractor.py diagram.pdf -t 40 --dpi 600
```
### Problem: Too many layers detected
```bash
# Increase minimum pixel threshold
python layer_extractor.py diagram.pdf -m 500
```
### Problem: Need exact number of layers
```bash
# Specify layer count (extracts top N by frequency)
python layer_extractor.py diagram.pdf -n 4
```
### Problem: Low quality output
```bash
# Render at higher DPI
python layer_extractor.py diagram.pdf --dpi 600
```
## Output Files
Files are saved as:
```
output/diagram_layer1_220_050_050.png (Red layer)
output/diagram_layer2_050_100_220.png (Blue layer)
output/diagram_layer3_050_180_050.png (Green layer)
```
The numbers in filename are RGB values of the layer color.
## Typical Workflows
### Standard diagram (moderate antialiasing)
```bash
python layer_extractor.py diagram.pdf
# Use defaults - works for most cases
```
### High-detail mechanical drawing
```bash
python layer_extractor.py drawing.pdf --dpi 600 -t 25
# Higher resolution, tighter tolerance
```
### Scanned/compressed diagram
```bash
python layer_extractor.py scanned.pdf -t 45
# More lenient to handle artifacts
```
### Known layer count
```bash
python layer_extractor.py diagram.pdf -n 3
# Faster if you know there are 3 layers
```
## Parameters Quick Reference
- `--dpi` - Resolution (default 300)
- 150 = draft
- 300 = standard
- 600 = high quality
- `-t` - Tolerance (default 30, scale 0-100)
- 15-20 = strict
- 30 = balanced (RECOMMENDED)
- 45-60 = lenient (for antialiasing)
- `-n` - Number of layers (default auto-detect)
- `-o` - Output directory (default "output")
## Getting Help
```bash
python layer_extractor.py --help
```