Advanced-Image-Processing

Overview

clideo_editor_1a04e00254ca460cb5019446158b8058.mp4

Flask API

• The Flask API is a Python-based web service for image filtering.
• It offers endpoints for uploading, processing, and retrieving filtered images.
• The API handles tasks like grayscale, sepia, and custom filter applications.
• You can run the Flask API locally or deploy it to a server.

Filters

• Smoothing frequency domain
  • Ideal Lowpass
  • Butterworth Lowpass
  • Gaussian Lowpass
• Sharpening frequency domain
  • Ideal Higthpass
  • Butterworth Higthpass
  • Gaussian Higthpass
• Mean filters
  • Arithmetic mean
  • Geometric mean
  • Harmonic mean
  • Contraharmonic mean positive
  • Contraharmonic mean negative
• Order-Statistic filters
  • Max
  • Min
  • Median
  • Midpoint
  • Alpha-trimmed
• segmentation
  • Snake
  • Connected components
  • Mean shift
  • Level set
  • Global threshold
  • Otsu method
  • Adaptive threshold
  • Watershed
  • K-Means
  • Region growing
  • Chain role
• Edge detection
  • Canny
  • Soble

C# Windows Application

• The C# Windows app is a graphical interface that connects to the Flask API.
• It enables users to:
  • Upload images for processing.
  • Select and apply various image filters.
  • each filter has a tooltip to know what can you do with these filter
  • view the filtered images.
  • Perform other relevant actions as per your application's features.
  • there is a docs for explaining some filters