commit files to HF hub

.gitattributes

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 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zstandard filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+images/NASA_SDO_Coronal_Hole.jpg filter=lfs diff=lfs merge=lfs -text
+images/NASA_SDO_Coronal_Loop filter=lfs diff=lfs merge=lfs -text
+images/NASA_SDO_Solar_Flare.jpg filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+tags:
+- image-classification
+- pytorch
+- huggingpics
+metrics:
+- accuracy
+
+model-index:
+- name: SDO_VT1
+ results:
+ - task:
+ name: Image Classification
+ type: image-classification
+ metrics:
+ - name: Accuracy
+ type: accuracy
+ value: 0.8695651888847351
+---
+
+# SDO_VT1
+
+
+Autogenerated by HuggingPics🤗🖼️
+
+Create your own image classifier for **anything** by running [the demo on Google Colab](https://colab.research.google.com/github/nateraw/huggingpics/blob/main/HuggingPics.ipynb).
+
+Report any issues with the demo at the [github repo](https://github.com/nateraw/huggingpics).
+
+
+## Example Images
+
+
+#### NASA_SDO_Coronal_Hole
+
+![NASA_SDO_Coronal_Hole](images/NASA_SDO_Coronal_Hole.jpg)
+
+#### NASA_SDO_Coronal_Loop
+
+![NASA_SDO_Coronal_Loop](images/NASA_SDO_Coronal_Loop)
+
+#### NASA_SDO_Solar_Flare
+
+![NASA_SDO_Solar_Flare](images/NASA_SDO_Solar_Flare.jpg)

config.json

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+{
+ "_name_or_path": "google/vit-base-patch16-224-in21k",
+ "architectures": [
+ "ViTForImageClassification"
+ ],
+ "attention_probs_dropout_prob": 0.0,
+ "encoder_stride": 16,
+ "hidden_act": "gelu",
+ "hidden_dropout_prob": 0.0,
+ "hidden_size": 768,
+ "id2label": {
+ "0": "NASA_SDO_Coronal_Hole",
+ "1": "NASA_SDO_Coronal_Loop",
+ "2": "NASA_SDO_Solar_Flare"
+ },
+ "image_size": 224,
+ "initializer_range": 0.02,
+ "intermediate_size": 3072,
+ "label2id": {
+ "NASA_SDO_Coronal_Hole": "0",
+ "NASA_SDO_Coronal_Loop": "1",
+ "NASA_SDO_Solar_Flare": "2"
+ },
+ "layer_norm_eps": 1e-12,
+ "model_type": "vit",
+ "num_attention_heads": 12,
+ "num_channels": 3,
+ "num_hidden_layers": 12,
+ "patch_size": 16,
+ "problem_type": "single_label_classification",
+ "qkv_bias": true,
+ "torch_dtype": "float32",
+ "transformers_version": "4.20.1"
+}

images/NASA_SDO_Coronal_Loop

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+size 6148

preprocessor_config.json

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+{
+ "do_normalize": true,
+ "do_resize": true,
+ "feature_extractor_type": "ViTFeatureExtractor",
+ "image_mean": [
+ 0.5,
+ 0.5,
+ 0.5
+ ],
+ "image_std": [
+ 0.5,
+ 0.5,
+ 0.5
+ ],
+ "resample": 2,
+ "size": 224
+}

pytorch_model.bin

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runs/events.out.tfevents.1655877678.a2c93baa6886.73.0

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