Training in progress epoch 0

README.md

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+---
+license: apache-2.0
+base_model: google/vit-base-patch32-384
+tags:
+- generated_from_keras_callback
+model-index:
+- name: nj1867/roof_classification_new_dataset_4_march
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information Keras had access to. You should
+probably proofread and complete it, then remove this comment. -->
+
+# nj1867/roof_classification_new_dataset_4_march
+
+This model is a fine-tuned version of [google/vit-base-patch32-384](https://huggingface.co/google/vit-base-patch32-384) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Train Loss: 4.2343
+- Validation Loss: 4.0917
+- Train Accuracy: 0.0437
+- Epoch: 0
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 3e-05, 'decay_steps': 7440, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.0001}
+- training_precision: float32
+
+### Training results
+
+| Train Loss | Validation Loss | Train Accuracy | Epoch |
+|:----------:|:---------------:|:--------------:|:-----:|
+| 4.2343     | 4.0917          | 0.0437         | 0     |
+
+
+### Framework versions
+
+- Transformers 4.38.2
+- TensorFlow 2.13.1
+- Datasets 2.18.0
+- Tokenizers 0.15.2

config.json

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+{
+  "_name_or_path": "google/vit-base-patch32-384",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "ct_landmark_birchwood_shade",
+    "1": "ct_landmark_birchwood_sun",
+    "10": "ct_landmark_georgetown_gray_sun",
+    "11": "ct_landmark_heather_blend_shade",
+    "12": "ct_landmark_heather_blend_sun",
+    "13": "ct_landmark_hunter_green_shade",
+    "14": "ct_landmark_hunter_green_sun",
+    "15": "ct_landmark_max_def_coastal_blue_shade",
+    "16": "ct_landmark_max_def_coastal_blue_sun",
+    "17": "ct_landmark_moire_black_shade",
+    "18": "ct_landmark_moire_black_sun",
+    "19": "ct_landmark_pewter_shade",
+    "2": "ct_landmark_burnt_sienna_shade",
+    "20": "ct_landmark_pewter_sun",
+    "21": "ct_landmark_resawn_shake_shade",
+    "22": "ct_landmark_resawn_shake_sun",
+    "23": "ct_landmark_w_wood_shade",
+    "24": "ct_landmark_w_wood_sun",
+    "25": "cteed_landmark_burnt_sienna_sun",
+    "26": "gaf_hdz_w_wood_shade",
+    "27": "gaf_hdz_w_wood_sun",
+    "28": "iko_cambridge_dual_black_shade",
+    "29": "iko_cambridge_dual_black_sun",
+    "3": "ct_landmark_cobblestone_gray_shade",
+    "30": "iko_dynasty_granite_black_shade",
+    "31": "iko_dynasty_granite_black_sun",
+    "32": "tamko_heritage_autumn_brown_sun",
+    "33": "tamko_heritage_autumn_brownshade",
+    "34": "tamko_heritage_old_english_pewter_shade",
+    "35": "tamko_heritage_old_english_pewter_sun",
+    "36": "tamko_rustic_black_sun",
+    "37": "tamko_titan_xt_black_walnut_shade",
+    "38": "tamko_titan_xt_black_walnut_sun",
+    "39": "tamko_titan_xt_desert_sand_shade",
+    "4": "ct_landmark_cobblestone_gray_sun",
+    "40": "tamko_titan_xt_desert_sand_sun",
+    "41": "tamko_titan_xt_harvest_gold_shade",
+    "42": "tamko_titan_xt_harvest_gold_sun",
+    "43": "tamko_titan_xt_mountain_slate_shade",
+    "44": "tamko_titan_xt_mountain_slate_sun",
+    "45": "tamko_titan_xt_natural_timber_shade",
+    "46": "tamko_titan_xt_natural_timber_sun",
+    "47": "tamko_titan_xt_oxford_grey_shade",
+    "48": "tamko_titan_xt_oxford_grey_sun",
+    "49": "tamko_titan_xt_painted_desert_shade",
+    "5": "ct_landmark_colonial_slate_shade",
+    "50": "tamko_titan_xt_painted_desert_sun",
+    "51": "tamko_titan_xt_rustic_brown_shade",
+    "52": "tamko_titan_xt_rustic_brown_sun",
+    "53": "tamko_titan_xt_rustic_cedar_shade",
+    "54": "tamko_titan_xt_rustic_cedar_sun",
+    "55": "tamko_titan_xt_rustic_evergreen_shade",
+    "56": "tamko_titan_xt_rustic_evergreen_sun",
+    "57": "tamko_titan_xt_rustic_hickory_shade",
+    "58": "tamko_titan_xt_rustic_hickory_sun",
+    "59": "tamko_titan_xt_rustic_redwood_shade",
+    "6": "ct_landmark_colonial_slate_sun",
+    "60": "tamko_titan_xt_rustic_redwood_sun",
+    "61": "tamko_titan_xt_rustic_slate_shade",
+    "62": "tamko_titan_xt_rustic_slate_sun",
+    "63": "tamko_titan_xt_thunderstorm_grey_shade",
+    "64": "tamko_titan_xt_thunderstorm_grey_sun",
+    "65": "tamko_w_wood_shade",
+    "66": "tamko_w_wood_sun",
+    "7": "ct_landmark_driftwood_shade",
+    "8": "ct_landmark_driftwood_sun",
+    "9": "ct_landmark_georgetown_gray_shade"
+  },
+  "image_size": 384,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "ct_landmark_birchwood_shade": "0",
+    "ct_landmark_birchwood_sun": "1",
+    "ct_landmark_burnt_sienna_shade": "2",
+    "ct_landmark_cobblestone_gray_shade": "3",
+    "ct_landmark_cobblestone_gray_sun": "4",
+    "ct_landmark_colonial_slate_shade": "5",
+    "ct_landmark_colonial_slate_sun": "6",
+    "ct_landmark_driftwood_shade": "7",
+    "ct_landmark_driftwood_sun": "8",
+    "ct_landmark_georgetown_gray_shade": "9",
+    "ct_landmark_georgetown_gray_sun": "10",
+    "ct_landmark_heather_blend_shade": "11",
+    "ct_landmark_heather_blend_sun": "12",
+    "ct_landmark_hunter_green_shade": "13",
+    "ct_landmark_hunter_green_sun": "14",
+    "ct_landmark_max_def_coastal_blue_shade": "15",
+    "ct_landmark_max_def_coastal_blue_sun": "16",
+    "ct_landmark_moire_black_shade": "17",
+    "ct_landmark_moire_black_sun": "18",
+    "ct_landmark_pewter_shade": "19",
+    "ct_landmark_pewter_sun": "20",
+    "ct_landmark_resawn_shake_shade": "21",
+    "ct_landmark_resawn_shake_sun": "22",
+    "ct_landmark_w_wood_shade": "23",
+    "ct_landmark_w_wood_sun": "24",
+    "cteed_landmark_burnt_sienna_sun": "25",
+    "gaf_hdz_w_wood_shade": "26",
+    "gaf_hdz_w_wood_sun": "27",
+    "iko_cambridge_dual_black_shade": "28",
+    "iko_cambridge_dual_black_sun": "29",
+    "iko_dynasty_granite_black_shade": "30",
+    "iko_dynasty_granite_black_sun": "31",
+    "tamko_heritage_autumn_brown_sun": "32",
+    "tamko_heritage_autumn_brownshade": "33",
+    "tamko_heritage_old_english_pewter_shade": "34",
+    "tamko_heritage_old_english_pewter_sun": "35",
+    "tamko_rustic_black_sun": "36",
+    "tamko_titan_xt_black_walnut_shade": "37",
+    "tamko_titan_xt_black_walnut_sun": "38",
+    "tamko_titan_xt_desert_sand_shade": "39",
+    "tamko_titan_xt_desert_sand_sun": "40",
+    "tamko_titan_xt_harvest_gold_shade": "41",
+    "tamko_titan_xt_harvest_gold_sun": "42",
+    "tamko_titan_xt_mountain_slate_shade": "43",
+    "tamko_titan_xt_mountain_slate_sun": "44",
+    "tamko_titan_xt_natural_timber_shade": "45",
+    "tamko_titan_xt_natural_timber_sun": "46",
+    "tamko_titan_xt_oxford_grey_shade": "47",
+    "tamko_titan_xt_oxford_grey_sun": "48",
+    "tamko_titan_xt_painted_desert_shade": "49",
+    "tamko_titan_xt_painted_desert_sun": "50",
+    "tamko_titan_xt_rustic_brown_shade": "51",
+    "tamko_titan_xt_rustic_brown_sun": "52",
+    "tamko_titan_xt_rustic_cedar_shade": "53",
+    "tamko_titan_xt_rustic_cedar_sun": "54",
+    "tamko_titan_xt_rustic_evergreen_shade": "55",
+    "tamko_titan_xt_rustic_evergreen_sun": "56",
+    "tamko_titan_xt_rustic_hickory_shade": "57",
+    "tamko_titan_xt_rustic_hickory_sun": "58",
+    "tamko_titan_xt_rustic_redwood_shade": "59",
+    "tamko_titan_xt_rustic_redwood_sun": "60",
+    "tamko_titan_xt_rustic_slate_shade": "61",
+    "tamko_titan_xt_rustic_slate_sun": "62",
+    "tamko_titan_xt_thunderstorm_grey_shade": "63",
+    "tamko_titan_xt_thunderstorm_grey_sun": "64",
+    "tamko_w_wood_shade": "65",
+    "tamko_w_wood_sun": "66"
+  },
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "patch_size": 32,
+  "qkv_bias": true,
+  "transformers_version": "4.38.2"
+}

preprocessor_config.json

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+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "ViTImageProcessor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 384,
+    "width": 384
+  }
+}

tf_model.h5

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