process_files.py

• renames files
• resizes files
• creates thumbnails
• backup files

read_exif_data.py

• fetches Exif Data from jpg files and writes to csv

read_gps_info.py

• fetches GPS info from jpg files and writes to csv

create_photolist.py

• writes all filenames to the txt file

image_analysis.py

• performs image color analysis utilizing the k-means algorithm to determine dominant colors
• prints out cluster centers and plots a color representation of their RGB values

Limitations:

• Single image
• Fixed number of clusters

TODO:

• Support multiple images
• Implement the Elbow method to determine the optimal number of clusters
• Optimize algorithm efficiency
• Try utilizing GPU for faster computation