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license: apache-2.0
tags:
- skin
- disease
- health
---
### Key Features
+ Images are stored as binary data (more efficient than base64)
+ Standard 224×224 resizing for ML compatibility
+ Automatic RGB conversion for consistency
+ Both original and processed dimensions tracked
### Data Structure:
+ `disease_label`: disease_name, # String - Disease classification/name
+ `image_filename`: image_file.name, # String - Original filename
+ `image_path`: str(image_file), # String - Full path to original image
+ `image_data`: img_bytes, # Bytes - Raw JPEG image bytes
+ `original_width`: original_width, # Int - Source image width in pixels
+ `original_height`: original_height, # Int - Source image height in pixels
+ `processed_width`: img.width, # Int - Final processed image width
+ `processed_height`: img.height, # Int - Final processed image height
+ `channels`: len(img.getbands()), # Int - Number of color channels (3 for RGB)
+ `file_size_bytes`: image_file.stat().st_size, # Int - Original file size
+ `compressed_size_bytes`: len(img_bytes) # Int - Compressed JPEG size
### Copyright
(c) Copyright 2025 Finbarrs Oketunji. All Rights Reserved. |