mobile-phone-usage-detector / preprocessor_config.json
sreenathsree1578's picture
Upload preprocessor_config.json
5ecfbb2 verified
{
"do_resize": true,
"size": 224,
"do_center_crop": true,
"crop_size": 224,
"do_normalize": true,
"image_mean": [
0.485,
0.456,
0.406
],
"image_std": [
0.229,
0.224,
0.225
],
"do_rescale": true,
"rescale_factor": 0.00392156862745098,
"do_convert_rgb": true,
"class_names": [
"negative",
"positive"
],
"num_classes": 2,
"model_type": "image_classification",
"framework": "tensorflow",
"dataset_info": {
"dataset_name": "mobilephoneusagedatasetiitr",
"training_samples": 711,
"validation_samples": 177,
"classes": {
"negative": 0,
"positive": 1
}
},
"data_augmentation": {
"rotation_range": 20,
"width_shift_range": 0.2,
"height_shift_range": 0.2,
"horizontal_flip": true,
"zoom_range": 0.2,
"shear_range": 0.2,
"fill_mode": "nearest"
}
}