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YOLO pose-based keypoint detection system for estimating southern right whale body mass. Reduces annotation time from weeks to seconds with a Human-in-the-Loop (HITL) approach using VGG Image Annotator (VIA) for refinement.

KedarnathKC/Save-The-Whales

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Save-The-Whales

Training Statistics

Results

These are the initial results on the validation set.

Currently, Working on improving the results by reducing the pose_loss by adding more date augmentations and finding better hyperparameters to make the model robust enough to detect the key points on whales of different orientations at test times.

Also, working on developing a human-in-the-loop system to help human annotators to correct the model predictions to help the model to train better and align better.

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YOLO pose-based keypoint detection system for estimating southern right whale body mass. Reduces annotation time from weeks to seconds with a Human-in-the-Loop (HITL) approach using VGG Image Annotator (VIA) for refinement.

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