Training in progress epoch 0
Browse files- README.md +7 -15
- config.json +6 -6
- preprocessor_config.json +2 -2
- tf_model.h5 +2 -2
README.md
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---
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license: apache-2.0
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base_model: google/vit-
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tags:
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- generated_from_keras_callback
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model-index:
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@@ -13,12 +13,12 @@ probably proofread and complete it, then remove this comment. -->
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# Prahas10/roof-large
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This model is a fine-tuned version of [google/vit-
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It achieves the following results on the evaluation set:
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- Train Loss:
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- Validation Loss:
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- Train Accuracy: 0.
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- Epoch:
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## Model description
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| Train Loss | Validation Loss | Train Accuracy | Epoch |
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|:----------:|:---------------:|:--------------:|:-----:|
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| 1.
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| 0.6363 | 0.5030 | 0.8455 | 1 |
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| 0.4077 | 0.3187 | 0.9091 | 2 |
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| 0.2877 | 0.4201 | 0.8273 | 3 |
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| 0.3060 | 0.6308 | 0.8364 | 4 |
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| 0.3030 | 0.2840 | 0.9091 | 5 |
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| 0.1304 | 0.1397 | 0.9545 | 6 |
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| 0.3800 | 0.4405 | 0.8455 | 7 |
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| 0.1559 | 0.2924 | 0.8909 | 8 |
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### Framework versions
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---
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license: apache-2.0
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base_model: google/vit-base-patch16-384
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tags:
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- generated_from_keras_callback
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model-index:
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# Prahas10/roof-large
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This model is a fine-tuned version of [google/vit-base-patch16-384](https://huggingface.co/google/vit-base-patch16-384) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 1.6423
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- Validation Loss: 1.0616
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- Train Accuracy: 0.7091
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- Epoch: 0
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## Model description
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| Train Loss | Validation Loss | Train Accuracy | Epoch |
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|:----------:|:---------------:|:--------------:|:-----:|
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| 1.6423 | 1.0616 | 0.7091 | 0 |
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### Framework versions
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config.json
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{
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"_name_or_path": "google/vit-
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"architectures": [
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"ViTForImageClassification"
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],
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"encoder_stride": 16,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size":
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"id2label": {
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"0": "cteed_landmark_driftwood_shade",
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"1": "cteed_landmark_driftwood_sun",
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"8": "iko_dynasty_cornerstone_sun",
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"9": "iko_dynasty_granite_black_shade"
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},
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"image_size":
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"initializer_range": 0.02,
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"intermediate_size":
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"label2id": {
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"cteed_landmark_driftwood_shade": "0",
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"cteed_landmark_driftwood_sun": "1",
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads":
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"num_channels": 3,
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"num_hidden_layers":
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"patch_size": 16,
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"qkv_bias": true,
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"transformers_version": "4.38.2"
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{
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"_name_or_path": "google/vit-base-patch16-384",
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"architectures": [
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"ViTForImageClassification"
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],
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"encoder_stride": 16,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "cteed_landmark_driftwood_shade",
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"1": "cteed_landmark_driftwood_sun",
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"8": "iko_dynasty_cornerstone_sun",
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"9": "iko_dynasty_granite_black_shade"
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},
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"image_size": 384,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"cteed_landmark_driftwood_shade": "0",
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"cteed_landmark_driftwood_sun": "1",
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"qkv_bias": true,
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"transformers_version": "4.38.2"
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preprocessor_config.json
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height":
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"width":
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}
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}
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 384,
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"width": 384
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}
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}
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tf_model.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:0f6e05741eb47ffdbac2a905a17d7a64b3e946fe3e5caff0a470827ffcce0e42
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size 344677048
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