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ship-detection

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Baseline with MMDetection

MMDetection training code

Inference

You can find coco format conversion here in cell [10] - Ship Detection EDA

I ran both training and inference locally - so version 1 won't run on kaggle kernel. (version 2 is running on kaggle) You can try to upload dataset and adjust paths for running.
(Last time I tried installing in kernel, it took 30 mins, probably I had incorrect version)

Some ideas to improve -

• See model zoo here
• Hyperparameters
• Threshold
• I used 80/20 split for validation, make it 90/10 or higher, 5 folds - ensembles etc

Any bugs/suggestions/questions please let me know!