GitHub - irinapundik/coin-calc-dnn: A deep learning project for detecting coins in images and calculating their total ILS value using YOLOv11.

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A deep learning project for detecting coins in images and calculating their total ILS value using YOLOv11.

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
.idea		.idea
runs/detect		runs/detect
test		test
train		train
tune_optimizer_comparison		tune_optimizer_comparison
valid		valid
README.dataset.txt		README.dataset.txt
README.roboflow.txt		README.roboflow.txt
README.txt		README.txt
best_hyperparameters.yaml		best_hyperparameters.yaml
calculate-accuracy.py		calculate-accuracy.py
data.yaml		data.yaml
run-tune.py		run-tune.py
run-yolo11.py		run-yolo11.py
yolo11n.pt		yolo11n.pt

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CoinCalcDNN is a deep learning project that uses a custom YOLOv11 model to detect coins in images and calculate their total value in Israeli Shekels (ILS).
The model was:

Trained using run-yolo11 on a labeled dataset of Israeli coins

Tuned with hyperparameter optimization via run-tune to improve accuracy

Evaluated using calculate-accuracy to validate performance on unseen test images

This project was developed as part of a course on deep learning and computer vision.