All Capabilities
Over 20 processing capabilities organized into four categories. Click any category to explore in detail.
Computer Vision
View DetailsObject Detection
YOLOv5-based detection with bounding boxes, class labels, and confidence scores for 80+ object categories.
Depth Estimation
Monocular depth map generation using Sobel gradients and edge detection with JET colormap visualization.
Image Segmentation
K-means clustering in LAB color space producing distinct segment masks for scene understanding.
Keypoint Detection
Feature point detection and matching for image alignment, stitching, and motion estimation.
Edge Detection
Canny, Sobel, and Laplacian edge detection algorithms for boundary and contour extraction.
Histogram Analysis
Color histogram computation and equalization for image statistics and contrast enhancement.
Image Processing
View DetailsResize & Scale
High-quality image resizing with multiple interpolation methods including Lanczos and bicubic.
Crop & Trim
Precise region cropping with support for aspect ratio constraints and automatic trim detection.
Rotate & Flip
Arbitrary angle rotation and horizontal/vertical flipping with background fill options.
Color Filters
Grayscale, sepia, invert, brightness, contrast, saturation adjustments and custom color transforms.
Blur & Sharpen
Gaussian blur, box blur, unsharp mask, and sharpening kernels for focus and clarity control.
ImageMagick Transforms
Full ImageMagick integration for advanced transforms, compositing, format conversion, and effects.
Text Analysis
View DetailsWord & Character Count
Precise word, character, line, and paragraph counting with Unicode support.
Spell Check
Dictionary-based spell checking with suggestions and custom dictionary support.
Readability Scoring
Flesch-Kincaid, Gunning Fog, and Coleman-Liau readability metrics for text complexity analysis.
Sentiment Analysis
Text sentiment classification as positive, negative, or neutral with confidence scoring.
Entity Extraction
Named entity recognition for persons, organizations, locations, dates, and custom entity types.
Language Detection
Automatic language identification supporting 50+ languages with confidence scoring.
Integration & Tools
View DetailsMCP Tools
Model Context Protocol integration for seamless use with AI assistants like Claude and other LLM tools.
TCP JSON Protocol
Simple, language-agnostic TCP protocol with JSON request/response format for any client.
Qt GUI Client
Full-featured Qt 5.12 QML desktop application with image gallery, overlay visualization, and real-time processing.
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Getting Started Guide