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segformer-b2-finetuned-cityscapes-1024-1024

Image Segmentation
Transformers
PyTorch
TensorFlow
segformer
vision
Inference Endpoints
Model card Files Community
3
nielsr HF staff commited on
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Files changed (3) hide show
  1. config.json +110 -0
  2. preprocessor_config.json +32 -0
  3. pytorch_model.bin +3 -0
config.json ADDED
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+ {
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+ "architectures": [
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+ "SegformerForImageSegmentation"
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+ ],
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+ "attention_probs_dropout_prob": 0.0,
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+ "classifier_dropout_prob": 0.1,
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+ "decoder_hidden_size": 768,
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+ "depths": [
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+ "downsampling_rates": [
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+ "drop_path_rate": 0.1,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.0,
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+ "hidden_sizes": [
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+ "id2label": {
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+ "0": "road",
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+ "1": "sidewalk",
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+ "2": "building",
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+ "3": "wall",
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+ "4": "fence",
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+ "5": "pole",
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+ "6": "traffic light",
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+ "7": "traffic sign",
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+ "8": "vegetation",
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+ "9": "terrain",
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+ "10": "sky",
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+ "11": "person",
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+ "12": "rider",
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+ "13": "car",
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+ "14": "truck",
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+ "15": "bus",
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+ "16": "train",
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+ "17": "motorcycle",
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+ "18": "bicycle"
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+ },
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+ "image_size": 224,
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+ "initializer_range": 0.02,
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+ "label2id": {
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+ "bicycle": 18,
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+ "building": 2,
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+ "bus": 15,
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+ "car": 13,
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+ "fence": 4,
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+ "motorcycle": 17,
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+ "person": 11,
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+ "pole": 5,
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+ "rider": 12,
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+ "road": 0,
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+ "sidewalk": 1,
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+ "sky": 10,
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+ "terrain": 9,
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+ "traffic light": 6,
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+ "traffic sign": 7,
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+ "train": 16,
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+ "truck": 14,
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+ "vegetation": 8,
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+ "wall": 3
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+ },
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+ "layer_norm_eps": 1e-06,
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+ "mlp_ratios": [
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+ "model_type": "segformer",
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+ "num_attention_heads": [
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+ "num_channels": 3,
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+ "num_encoder_blocks": 4,
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+ "patch_sizes": [
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+ "reshape_last_stage": true,
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+ "sr_ratios": [
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+ "strides": [
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.12.0.dev0"
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+ }
preprocessor_config.json ADDED
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+ "align": false,
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+ "do_normalize": true,
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+ "do_pad": true,
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+ "do_random_crop": false,
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+ "do_resize": true,
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+ "feature_extractor_type": "SegformerFeatureExtractor",
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+ "image_mean": [
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+ "image_scale": [
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+ "keep_ratio": false,
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+ "size_divisor": 32
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+ }
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