| { |
| "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" |
| } |
