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segformer_b3_ade20k_512

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Upload folder using huggingface_hub

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Files changed (7) hide show
  1. README.md +13 -0
  2. config.json +62 -0
  3. metadata.json +6 -0
  4. model.weights.h5 +3 -0
  5. preprocessor.json +18 -0
  6. task.json +89 -0
  7. task.weights.h5 +3 -0
README.md ADDED
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+ ---
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+ library_name: keras-hub
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+ ---
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+ This is a [`SegFormer` model](https://keras.io/api/keras_hub/models/seg_former) uploaded using the KerasHub library and can be used with JAX, TensorFlow, and PyTorch backends.
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+ This model is related to a `ImageSegmenter` task.
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+
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+ Model config:
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+ * **name:** seg_former_backbone
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+ * **trainable:** True
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+ * **projection_filters:** 768
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+ * **image_encoder:** {'module': 'keras_hub.src.models.mit.mit_backbone', 'class_name': 'MiTBackbone', 'config': {'name': 'mi_t_backbone', 'trainable': True, 'layerwise_depths': [3, 4, 18, 3], 'hidden_dims': [64, 128, 320, 512], 'image_shape': [512, 512, 3], 'num_layers': 4, 'layerwise_num_heads': [1, 2, 5, 8], 'layerwise_sr_ratios': [8, 4, 2, 1], 'max_drop_path_rate': 0.1, 'layerwise_patch_sizes': [7, 3, 3, 3], 'layerwise_strides': [4, 2, 2, 2]}, 'registered_name': 'keras_hub>MiTBackbone'}
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+
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+ This model card has been generated automatically and should be completed by the model author. See [Model Cards documentation](https://huggingface.co/docs/hub/model-cards) for more information.
config.json ADDED
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+ {
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+ "module": "keras_hub.src.models.segformer.segformer_backbone",
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+ "class_name": "SegFormerBackbone",
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+ "config": {
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+ "name": "seg_former_backbone",
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+ "trainable": true,
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+ "projection_filters": 768,
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+ "image_encoder": {
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+ "module": "keras_hub.src.models.mit.mit_backbone",
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+ "class_name": "MiTBackbone",
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+ "config": {
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+ "name": "mi_t_backbone",
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+ "trainable": true,
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+ "layerwise_depths": [
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+ 3,
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+ 3
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+ "hidden_dims": [
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+ ],
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+ "image_shape": [
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+ "num_layers": 4,
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+ "max_drop_path_rate": 0.1,
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+ "registered_name": "keras_hub>MiTBackbone"
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+ "registered_name": "keras_hub>SegFormerBackbone"
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metadata.json ADDED
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+ {
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+ "keras_version": "3.6.0",
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+ "keras_hub_version": "0.17.0.dev0",
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+ "parameter_count": 47224000,
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+ "date_saved": "2024-10-30@15:28:33"
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+ }
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+ "class_name": "SegFormerImageSegmenterPreprocessor",
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+ "config": {
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+ "name": "seg_former_image_segmenter_preprocessor",
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task.json ADDED
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+ "module": "keras_hub.src.models.segformer.segformer_image_segmenter",
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+ "class_name": "SegFormerImageSegmenter",
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+ "config": {
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+ "backbone": {
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+ "module": "keras_hub.src.models.segformer.segformer_backbone",
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+ "class_name": "SegFormerBackbone",
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+ "config": {
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+ "name": "seg_former_backbone",
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+ "trainable": true,
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+ "name": "mi_t_backbone",
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+ "trainable": true,
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+ "registered_name": "keras_hub>MiTBackbone"
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+ "registered_name": "keras_hub>SegFormerBackbone"
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+ },
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+ "preprocessor": {
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+ "module": "keras_hub.src.models.segformer.segformer_image_segmenter_preprocessor",
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+ "class_name": "SegFormerImageSegmenterPreprocessor",
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+ "config": {
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+ "name": "seg_former_image_segmenter_preprocessor",
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+ "trainable": true,
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+ "dtype": {
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+ "module": "keras",
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+ "name": "seg_former_image_segmenter",
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+ "num_classes": 150
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+ "registered_name": "keras_hub>SegFormerImageSegmenter"
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