keras / sam_huge_sa1b

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: -1
30-day runs: 3
Model's Last Updated: March 25 2025
image-segmentation

Introduction of sam_huge_sa1b

Model Details of sam_huge_sa1b

This is a SAM model uploaded using the KerasHub library and can be used with JAX, TensorFlow, and PyTorch backends. This model is related to a ImageSegmenter task.

Model config:

  • name: sam_backbone
  • trainable: True
  • image_encoder: {'module': 'keras_hub.src.models.vit_det.vit_det_backbone', 'class_name': 'ViTDetBackbone', 'config': {'name': 'vi_t_det_backbone', 'trainable': True, 'image_shape': [1024, 1024, 3], 'patch_size': 16, 'hidden_size': 1280, 'num_layers': 32, 'intermediate_dim': 5120, 'num_heads': 16, 'num_output_channels': 256, 'use_bias': True, 'use_abs_pos': True, 'use_rel_pos': True, 'window_size': 14, 'global_attention_layer_indices': [7, 15, 23, 31], 'layer_norm_epsilon': 1e-06}, 'registered_name': 'keras_hub>ViTDetBackbone'}
  • prompt_encoder: {'module': 'keras_hub.src.models.sam.sam_prompt_encoder', 'class_name': 'SAMPromptEncoder', 'config': {'name': 'sam_prompt_encoder', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'hidden_size': 256, 'image_embedding_size': [64, 64], 'input_image_size': [1024, 1024], 'mask_in_channels': 16, 'activation': 'gelu'}, 'registered_name': 'keras_hub>SAMPromptEncoder'}
  • mask_decoder: {'module': 'keras_hub.src.models.sam.sam_mask_decoder', 'class_name': 'SAMMaskDecoder', 'config': {'name': 'sam_mask_decoder', 'trainable': True, 'dtype': {'module': 'keras', 'class_name': 'DTypePolicy', 'config': {'name': 'float32'}, 'registered_name': None}, 'hidden_size': 256, 'num_layers': 2, 'intermediate_dim': 2048, 'num_heads': 8, 'embedding_dim': 256, 'num_multimask_outputs': 3, 'iou_head_depth': 3, 'iou_head_hidden_dim': 256, 'activation': 'gelu'}, 'registered_name': 'keras_hub>SAMMaskDecoder'}

This model card has been generated automatically and should be completed by the model author. See Model Cards documentation for more information.

Runs of keras sam_huge_sa1b on huggingface.co

9
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
3
30-day runs

More Information About sam_huge_sa1b huggingface.co Model

More sam_huge_sa1b license Visit here:

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sam_huge_sa1b huggingface.co

sam_huge_sa1b huggingface.co is an AI model on huggingface.co that provides sam_huge_sa1b's model effect (), which can be used instantly with this keras sam_huge_sa1b model. huggingface.co supports a free trial of the sam_huge_sa1b model, and also provides paid use of the sam_huge_sa1b. Support call sam_huge_sa1b model through api, including Node.js, Python, http.

sam_huge_sa1b huggingface.co Url

https://huggingface.co/keras/sam_huge_sa1b

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keras sam_huge_sa1b online free url in huggingface.co:

https://huggingface.co/keras/sam_huge_sa1b

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sam_huge_sa1b is an open source model from GitHub that offers a free installation service, and any user can find sam_huge_sa1b on GitHub to install. At the same time, huggingface.co provides the effect of sam_huge_sa1b install, users can directly use sam_huge_sa1b installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

sam_huge_sa1b install url in huggingface.co:

https://huggingface.co/keras/sam_huge_sa1b

Url of sam_huge_sa1b

sam_huge_sa1b huggingface.co Url

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