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csp_resnext_50_ra_imagenet

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Files changed (8) hide show
  1. README.md +32 -0
  2. config.json +49 -0
  3. image_converter.json +36 -0
  4. metadata.json +9 -0
  5. model.weights.h5 +3 -0
  6. preprocessor.json +54 -0
  7. task.json +115 -0
  8. 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 [`CSPNet` model](https://keras.io/api/keras_hub/models/csp_net) 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 `ImageClassifier` task.
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+
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+ Model config:
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+ * **name:** csp_net_backbone
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+ * **trainable:** True
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+ * **stem_filters:** 64
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+ * **stem_kernel_size:** 7
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+ * **stem_strides:** 4
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+ * **stackwise_depth:** [3, 3, 5, 2]
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+ * **stackwise_strides:** [1, 2, 2, 2]
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+ * **stackwise_num_filters:** [256, 512, 1024, 2048]
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+ * **stage_type:** csp
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+ * **block_type:** bottleneck_block
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+ * **output_strides:** 32
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+ * **groups:** 32
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+ * **activation:** leaky_relu
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+ * **bottle_ratio:** 1.0
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+ * **block_ratio:** 0.5
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+ * **expand_ratio:** 1.0
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+ * **stem_padding:** valid
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+ * **stem_pooling:** max
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+ * **avg_down:** False
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+ * **down_growth:** False
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+ * **cross_linear:** True
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+ * **image_shape:** [None, None, 3]
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+ * **data_format:** channels_last
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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.cspnet.cspnet_backbone",
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+ "class_name": "CSPNetBackbone",
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+ "config": {
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+ "name": "csp_net_backbone",
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+ "stackwise_num_filters": [
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+ 256,
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+ 512,
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+ ],
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+ "stage_type": "csp",
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+ "block_type": "bottleneck_block",
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+ "output_strides": 32,
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+ "groups": 32,
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+ "activation": "leaky_relu",
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+ "bottle_ratio": 1.0,
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+ "block_ratio": 0.5,
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+ "expand_ratio": 1.0,
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+ "stem_padding": "valid",
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+ "stem_pooling": "max",
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+ },
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+ "registered_name": "keras_hub>CSPNetBackbone"
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+ }
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metadata.json ADDED
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+ "parameter_count": 18578368,
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+ "date_saved": "2025-04-10@20:15:58",
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+ "tasks": [
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+ "class_name": "CSPNetImageClassifierPreprocessor",
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+ "config": {
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