| { | |
| "module": "keras_hub.src.models.deeplab_v3.deeplab_v3_segmenter", | |
| "class_name": "DeepLabV3ImageSegmenter", | |
| "config": { | |
| "backbone": { | |
| "module": "keras_hub.src.models.deeplab_v3.deeplab_v3_backbone", | |
| "class_name": "DeepLabV3Backbone", | |
| "config": { | |
| "name": "deep_lab_v3_backbone", | |
| "trainable": true, | |
| "image_encoder": { | |
| "module": "keras_hub.src.models.resnet.resnet_backbone", | |
| "class_name": "ResNetBackbone", | |
| "config": { | |
| "name": "res_net_backbone", | |
| "trainable": true, | |
| "input_conv_filters": [ | |
| 64 | |
| ], | |
| "input_conv_kernel_sizes": [ | |
| 7 | |
| ], | |
| "stackwise_num_filters": [ | |
| 64, | |
| 128, | |
| 256, | |
| 512 | |
| ], | |
| "stackwise_num_blocks": [ | |
| 3, | |
| 4, | |
| 6, | |
| 3 | |
| ], | |
| "stackwise_num_strides": [ | |
| 1, | |
| 2, | |
| 2, | |
| 2 | |
| ], | |
| "block_type": "bottleneck_block", | |
| "use_pre_activation": false, | |
| "image_shape": [ | |
| null, | |
| null, | |
| 3 | |
| ] | |
| }, | |
| "registered_name": "keras_hub>ResNetBackbone" | |
| }, | |
| "projection_filters": 48, | |
| "dilation_rates": [ | |
| 6, | |
| 12, | |
| 18 | |
| ], | |
| "upsampling_size": 8, | |
| "low_level_feature_key": "P2", | |
| "spatial_pyramid_pooling_key": "P5", | |
| "image_shape": [ | |
| null, | |
| null, | |
| 3 | |
| ] | |
| }, | |
| "registered_name": "keras_hub>DeepLabV3Backbone" | |
| }, | |
| "preprocessor": { | |
| "module": "keras_hub.src.models.deeplab_v3.deeplab_v3_image_segmeter_preprocessor", | |
| "class_name": "DeepLabV3ImageSegmenterPreprocessor", | |
| "config": { | |
| "name": "deep_lab_v3_image_segmenter_preprocessor", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "image_converter": { | |
| "module": "keras_hub.src.models.deeplab_v3.deeplab_v3_image_converter", | |
| "class_name": "DeepLabV3ImageConverter", | |
| "config": { | |
| "name": "deep_lab_v3_image_converter", | |
| "trainable": true, | |
| "dtype": { | |
| "module": "keras", | |
| "class_name": "DTypePolicy", | |
| "config": { | |
| "name": "float32" | |
| }, | |
| "registered_name": null | |
| }, | |
| "image_size": [ | |
| 512, | |
| 512 | |
| ], | |
| "scale": null, | |
| "offset": null, | |
| "interpolation": "nearest", | |
| "crop_to_aspect_ratio": true | |
| }, | |
| "registered_name": "keras_hub>DeepLabV3ImageConverter" | |
| }, | |
| "config_file": "preprocessor.json" | |
| }, | |
| "registered_name": "keras_hub>DeepLabV3ImageSegmenterPreprocessor" | |
| }, | |
| "name": "deep_lab_v3_image_segmenter", | |
| "num_classes": 21, | |
| "activation": "softmax" | |
| }, | |
| "registered_name": "keras_hub>DeepLabV3ImageSegmenter" | |
| } |