docs: Update README and provide config.toml.example
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README.md
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README.md
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- **High-Performance Image Processing:** Native, vectorized NumPy operations for lightning-fast HSV conversion and color matching.
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- **Automatic Background Exclusion:** Intelligently ignores background pixels (configurable in `config.toml`) to ensure they don't interfere with your analysis.
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- **Grouping Score (Clustering):** A high-performance 9x9 box-sum algorithm that rewards solid "splashes" of color and penalizes thin lines or fragmented noise.
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- **Batch Processing & Customizable Export:** Load a folder of images and instantly export `icra_stats.csv` and `icra_settings.json`. Features a dedicated **Weighting Dialog** to customize the impact of each core component.
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- **Import/Export Settings:** Save your HSV ranges, exclusion zones, and weighting preferences to a JSON file and reload them later for consistent analysis across different sessions.
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- **Batch Processing & Customizable Export:** Load a folder of images and instantly export `icra_stats.csv` and `icra_settings.json`. Features a dedicated **Weighting Dialog** to customize the impact of each core component, outputting precise percentage-based column headers.
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- **Import/Export Settings:** Save your HSV ranges, exclusion zones, weighting preferences, and custom overlay colors to a JSON file and reload them later for consistent analysis across different sessions.
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- **Eyedropper Tool:** Quickly pick target matching colors directly from the image canvas.
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- **Advanced Selection:** Support for exclusion zones (rectangles and free-draw polygons) overlaid on the image, all dynamically rendered via `QGraphicsView`.
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- **Modern UI & UX:**
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- Drag-and-drop support for files and folders.
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- Custom dark and light themes with native-feeling borderless titlebars and a categorized menu bar.
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- Custom dark and light themes with native-feeling borderless titlebars.
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- Context-aware hover tooltips across the cleanly categorized menu bar.
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- Window size and position persistence between launches.
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- Keyboard shortcuts for rapid workflow.
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- **Configurable:** Uses `config.toml` to drive everything from overlay matching colors to default sliders and application language (`en`/`de`).
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## Core Concepts
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### 4. Exclusion Zones
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Use the **Exclusion Tool** to draw rectangles or polygons over areas you want to ignore. This is essential for focusing your analysis on specific parts of a complex image while ignoring background noise or irrelevant details.
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### 5. Configuration (`config.toml`)
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The application is highly customizable via `config.toml`. A `config.toml.example` file is included in the repository—simply copy it to `config.toml` to gain fine control over default application sliders, language selection, UI masking colors, and initial background exclusion tolerances.
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## Typical Workflow
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1. **Load Data:** Drag and drop a folder or use the `File` menu to load your images.
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# Optional global settings
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# language must correspond to a file name in app/lang (e.g. "en", "de").
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language = "en"
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[options]
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# Set to true to clear exclusion shapes whenever the image changes in the preview viewer.
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reset_exclusions_on_image_change = false
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# Hex color code for the match overlay (e.g. "#ff0000" for Red, "#00ff00" for Green)
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# This is the color that paints over pixels that successfully match your HSV ranges.
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overlay_color = "#ff0000"
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# Hex color code for the background to be excluded (default #1f2937)
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# This is useful for automatically removing flat background colors from UI screenshots
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# or web scrapings before the analysis runs.
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exclude_bg_color = "#1f2937"
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# Tolerance for background color matching (0-255, default 5)
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# A higher value will exclude pixels that are "close" to the hex color above, allowing
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# you to bypass slight compression artifacts or noise in the image background.
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exclude_bg_tolerance = 5
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[defaults]
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# Override any of the following keys to tweak the initial slider values whenever
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# the application starts.
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# hue_min, hue_max, sat_min, val_min, val_max accept floating point numbers.
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# alpha accepts an integer between 0 and 255.
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hue_min = 250.0
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hue_max = 310.0
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sat_min = 15.0
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sat_max = 100.0
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val_min = 15.0
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val_max = 100.0
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alpha = 150
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