{ | |
"architecture": "Custom CNN", | |
"input_size": [ | |
224, | |
224 | |
], | |
"num_classes": 6, | |
"transformations": [ | |
"RandomHorizontalFlip", | |
"RandomRotation(15)", | |
"ColorJitter(brightness=0.2, contrast=0.2)", | |
"Resize(224x224)", | |
"ToTensor", | |
"Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225])" | |
], | |
"optimizer": "Adam", | |
"learning_rate": 0.001, | |
"batch_size": 32, | |
"epochs": 10 | |
} |