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Object Detection

This repository is my practice codes from Object Detection Series from Aladdin Persson.

YOLOv1

I made two minor adjustments following the video tutorial.

  1. In the loss.py, it is unnecessary to call torch.flatten since self.mse calculates the Mean Squared Error of every entry and adds together that results in a single number. As a result, I did not utilize it.
  2. In the dataset.py, I have created the collate_fn method to transform the batch of images instead of a single image as I believe that results in a faster process.

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YOLO object detection from scratch

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