akridge
/

yolo11n-sea-urchin-detector

Object Detection

marine-detection

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akridge commited on 22 days ago

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@@ -16,7 +16,7 @@ pipeline_tag: object-detection
 ## Model Details / Overview
 This model was trained to detect sea urchins using the YOLO11 architecture. Trained on open datasets to identify and locate urchins in various underwater conditions.
 - **Model Architecture**: YOLO11n
 - **Task**: Object Detection (Urchin Detection)
 - **Footage Type**: Underwater Footage
@@ -25,6 +25,9 @@ This model was trained to detect sea urchins using the YOLO11 architecture. Trai
 ## Test Results
 ![results](./results.jpg)
 ## Model Weights
 The model's weights can be found [here](./yolo11n_urchin_trained.pt) | Also available in various formats:

 ## Model Details / Overview
 This model was trained to detect sea urchins using the YOLO11 architecture. Trained on open datasets to identify and locate urchins in various underwater conditions.
+- link to Medium sized model: https://huggingface.co/akridge/yolo11m-sea-urchin-detector
 - **Model Architecture**: YOLO11n
 - **Task**: Object Detection (Urchin Detection)
 - **Footage Type**: Underwater Footage
 ## Test Results
 ![results](./results.jpg)
+## Evaluation of YOLOv11n & YOLOv11m Performance
+![results](./results_h.png)
 ## Model Weights
 The model's weights can be found [here](./yolo11n_urchin_trained.pt) | Also available in various formats: