| { | |
| "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" | |
| } | |
| } |