count-objects-optimized

name	count_objects_optimized
description	Counts occurrences of specific objects (coins, enemies, turtles) in a frame using a template matching script with optimized parameters.

To count objects accurately, call the count_objects_optimized.py script using python3. You must specify the counting tool mode and maintain a high confidence threshold to ensure fidelity.

Command structure: python3 count_objects_optimized.py --tool count --input_image <frame_path> --object_image <template_path> --dedup_min_dist <distance> --threshold 0.9

Arguments:

• --tool count: Required parameter to activate the counting logic.
• --input_image: The path to the keyframe being analyzed (e.g., /root/keyframes_001.png).
• --object_image: The path to the template image (e.g., /root/coin.png).
• --dedup_min_dist: The minimum pixel distance between detected objects to prevent double-counting the same object (e.g., 10 or 15 depending on object size).
• --threshold 0.9: Sets the confidence threshold for a match to 0.9 to ensure only high-confidence detections are counted.