y3mr3 / PPE-Detection-YOLO

PPE Detection with YOLOV3
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PPE-Detection-YOLO

The following are the steps you can follow to train your dataset in google colaboratory. The following are the steps you should follow to train your custom Yolo model:

  1. Create dataset compatible with the YOLO format. LabelImg
  2. Divide the dataset into train-test format.(train_test.py)
  3. Modify the cfg file.
  4. Prepare the data into a zip according to the google colaboratory.
  5. Load the prepared data into the drive account of google.
  6. Train the model at Google Colab
  7. Save model in specific steps(1000-2000..).Here are the weight results of my dataset
  8. Download model to test at local.
  9. Finally, test the model for image, video and webcam.My video and webcam results

p4

p3