| { |
| "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" |
| } |