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- ---
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- language: en
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- license: apache-2.0
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- library_name: yolov5
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- tags:
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- - yolov5
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- - object-detection
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- - fish-detection
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- - coral-detection
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- - sonar-detection
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- - oceangpt-x
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- ---
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- # Ocean-yolo: Marine Object Detectors
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- Specialized YOLOv5 detection models for fine-grained localization and classification of marine targets. Invoked after the routing stage.
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- ## Model Weights
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- | File | Task | Classes | Architecture |
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- |------|------|---------|--------------|
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- | `sonar_detector/best.pt` | Sonar target detection | 15 sonar categories | YOLOv5 |
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- | `fish_detector/best.pt` | Fish species/object detection | Multiple fish classes | YOLOv5 |
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- | `coral_detector/best.pt` | Coral species/object detection | Multiple coral classes | YOLOv5 |
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- ## Usage
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- Requires [YOLOv5](https://github.com/ultralytics/yolov5).
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- ```python
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- import torch
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- # Load detector (e.g., Fish)
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- model = torch.hub.load("ultralytics/yolov5", "custom", path="fish_detector/best.pt", force_reload=True)
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- # Inference
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- results = model("input.jpg", conf=0.5, iou=0.45)
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- results.print()