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yolo2-keras

How to use this repo.

  • Train on your RBC datasets.
  • Load my model to detect Red Blood Cell.
  • Train step by step.

Train on your RBC datasets

First, please download the weights I have trained here(https://drive.google.com/open?id=1-M84cxZIyVeBUfxat0MF7Wn7hmLHUmsk) and put both in a directory named "models/". Its full path should be "models/tiny_yolo_backend.h5" and "models/tiny_yolo.h5".

Train step by step.

Step 1:Download the tiny_yolo_backend.py here(https://drive.google.com/open?id=1-M84cxZIyVeBUfxat0MF7Wn7hmLHUmsk) and put it in a directory named "models/". Its full path should be "models/tiny_yolo_backend.h5".

Step 2: In shell, run python train.py .

Step 3: In shell, run python test.py .

Download dataset RBC_Dataset

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YOLO Implementation using keras with RBC dataset

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