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clash-of-clans-troops
nickthelegend/clash-of-clans-troops
clash-of-clans-troops is a object detection model from nickthelegend. Use it when you need objects located in an image. The card lists the license as cc-by-4.0.
This repository hosts a custom YOLO11 object detection model trained to detect troops and spells in the game Clash of Clans.
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Public
Updated Mar 22, 2026
Repo size
6.7 MB
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.pt5.5 MB · 60%
At a glance
- Task
- Object Detection
- License
- cc-by-4.0
- Access
- Public
- Created
- Mar 22, 2026
- Updated
- Mar 22, 2026
- SHA
- c96b9800
Model card
From the Hugging Face model README
⚔️ Clash of Clans Troops Detection YOLO11
This repository hosts a custom YOLO11 object detection model trained to detect troops and spells in the game Clash of Clans.
📊 Dataset Included
The entire dataset used to train this model (images and labels) is included directly in this repository in YOLO format (train/, valid/, test/).
⚙️ Training Information
- Base Model: YOLO11n
- Epochs Trained: 200 (Early stopped at best epoch via patience=30)
- Image Size: 640x640
📉 Training Results & Loss Curves
Below are the core indicators of how the model performed.
Metrics Curve
Confusion Matrix
Sample Output Predictions (Validation)
💻 Usage
from ultralytics import YOLO
model = YOLO('best.pt')
results = model('path/to/your/screenshot.jpg')
results[0].show()
- Task
- Object Detection
- License
- cc-by-4.0
- Created
- Mar 22, 2026
- Updated
- Mar 22, 2026