CLI Trainer Application

The CLI trainer application allows you to train images via the terminal.

Train images

1. Starting the trainer application with no argument, or -h, or -help displays usage instructions.
   

   

2. Single image target training requires 3 arguments:

   • Output directory
   • Input configuration (e.g. defaultImageTargetTrainingConfig.json)
   • Input image file

   defaultImageTargetTrainingConfig.json

   {
     "Config.Target.Name": "VARIMG_000",
     "Config.Target.Type": "Image",
     "Object.Physical.Width": 0.297,
     "Object.Physical.Height": 0.198
   }
   

   The physical size of the image needs to be defined in meters

3. Batch image target training requires 3 arguments:

   • -B
   • Output directory
   • Input batch configuration (e.g. defaultBatchImageTargetTrainingConfig.json)

   defaultBatchImageTargetTrainingConfig.json

   {
     "Batch.Target.Name" : "BatchImage",
     "Batch.Image.Path": "../images/",
     "Batch.Image.Files" : ["IMG_000.png", "second_image.png", "third.jpeg"],
     "Batch.Config.File" : "../TrainingConfig_Batch.json"
   }
   

   This sample configuration will generate 3 image targets with the names BatchImage_00000, BatchImage_00001 and BatchImage_00002

   TrainingConfig_Batch.json

   {
     "Config.Target.Type": "Image",
     "Object.Physical.Width": 0.297,
     "Object.Physical.Height": 0.198
   }
   

   The physical size of the image needs to be defined in meters