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