{ "architecture": "KerasSequential", "model_config": { "layers": [ { "class_name": "ImageDataGenerator", "config": { "rotation_range": 20, "width_shift_range": 0.1, "height_shift_range": 0.1, "shear_range": 0.2, "zoom_range": 0.2, "horizontal_flip": true, "fill_mode": "nearest" } }, { "class_name": "Rescaling", "config": { "scale": 0.00392156862745098 } }, { "class_name": "Conv2D", "config": { "filters": 16, "kernel_size": [3, 3], "padding": "same", "activation": "relu" } }, { "class_name": "MaxPooling2D", "config": { "pool_size": [2, 2], "strides": null, "padding": "valid", "data_format": null } }, { "class_name": "Conv2D", "config": { "filters": 32, "kernel_size": [3, 3], "padding": "same", "activation": "relu" } }, { "class_name": "MaxPooling2D", "config": { "pool_size": [2, 2], "strides": null, "padding": "valid", "data_format": null } }, { "class_name": "Conv2D", "config": { "filters": 64, "kernel_size": [3, 3], "padding": "same", "activation": "relu" } }, { "class_name": "MaxPooling2D", "config": { "pool_size": [2, 2], "strides": null, "padding": "valid", "data_format": null } }, { "class_name": "Dropout", "config": { "rate": 0.2, "noise_shape": null, "seed": null } }, { "class_name": "Flatten", "config": {} }, { "class_name": "Dense", "config": { "units": 128, "activation": "relu" } }, { "class_name": "Dense", "config": { "units": 4, "activation": "softmax" } } ], "label_names": ["adidas", "newbalance", "nike", "puma"] } }