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".

Second, please run train.ipynb

Load my model to detect Red Blood Cell

Please run load_model.ipynb

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 -c config.json.

Step 3: In shell, run python test.py -c config.json -w models/tiny_yolo.h5.

Here's the detected sample.
Image text

Please enjoy it! :)

Yolo2 Keras

detecting Red Blood Cell with yolov2

Yolo2 Keras Info

⭐ Stars 15
🔗 Source Code github.com
🕒 Last Update 8 months ago
🕒 Created 4 years ago
🐞 Open Issues 1
➗ Star-Issue Ratio 15
😎 Author mjDelta