commit files to HF hub
Browse files- .gitattributes +2 -0
- README.md +27 -0
- config.json +32 -0
- images/diseased.jpg +3 -0
- images/healthy.jpg +3 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- runs/events.out.tfevents.1702654916.b7a07681ba7b.1432.0 +3 -0
.gitattributes
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@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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images/diseased.jpg filter=lfs diff=lfs merge=lfs -text
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images/healthy.jpg filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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tags:
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- image-classification
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- pytorch
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- huggingpics
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metrics:
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- accuracy
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model-index:
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- name: health-classifier
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results:
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- task:
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name: Image Classification
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type: image-classification
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.7827160358428955
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---
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# health-classifier
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Autogenerated by a tweeked version HuggingPics🤗🖼️
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config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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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": "diseased",
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"1": "healthy"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"diseased": "0",
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"healthy": "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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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.35.2"
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}
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images/diseased.jpg
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Git LFS Details
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images/healthy.jpg
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Git LFS Details
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:38957635770be77836fd0436ffee269e60fdc1d30be910e1d79929787a8210d0
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size 343223968
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preprocessor_config.json
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{
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "ViTFeatureExtractor",
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"image_std": [
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0.5,
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0.5,
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0.5
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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": 224,
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"width": 224
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}
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}
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runs/events.out.tfevents.1702654916.b7a07681ba7b.1432.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:fe30fde0bdf752b18e0504adc691982272ff005044927eb9fff357f594ee1356
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size 11539
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