Cone-YOLO: Traffic Cone Detection

Gradio app powered by a fine-tuned YOLOv11 Nano model trained to detect traffic cones. It's optimized for autonomous robots and cars.

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Features

• Download Annotated video
• Input Video Information
• Detection summary
• Snapshots from your output video
• Download the fine-tuned model to use it in your project

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🚀 Fine-tuned Model

• Base Model: YOLOv11(Nano version) (https://github.com/ultralytics/ultralytics). Thanks to Ultralytics for providing the YOLO family of models that made this project possible.
• Training Dataset: traffic cone annotated in YOLO11 format.
• Input Size: 640x640
• Training Configuration (Epochs: 100, Batch Size: 16 )

Training Results

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Live Demo with (Hugging Face Space)

🔗Try Cone-YOLO

• Tip: Try a small video, no more than 5 seconds.