commit files to HF hub
Browse files- .gitattributes +3 -0
- README.md +44 -0
- config.json +34 -0
- images/english_bulldog.jpg +3 -0
- images/saint_bernard.jpg +3 -0
- images/siberian_husky.jpg +3 -0
- preprocessor_config.json +17 -0
- pytorch_model.bin +3 -0
- runs/events.out.tfevents.1662770304.6e95b7f3e5d0.69.0 +3 -0
.gitattributes
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@@ -30,3 +30,6 @@ 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/english_bulldog.jpg filter=lfs diff=lfs merge=lfs -text
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images/saint_bernard.jpg filter=lfs diff=lfs merge=lfs -text
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images/siberian_husky.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: Dog_Breed_Classification
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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: 0.9552238583564758
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---
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# Dog_Breed_Classification
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Autogenerated by HuggingPics🤗🖼️
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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).
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Report any issues with the demo at the [github repo](https://github.com/nateraw/huggingpics).
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## Example Images
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#### english bulldog
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![english bulldog](images/english_bulldog.jpg)
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#### saint bernard
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![saint bernard](images/saint_bernard.jpg)
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#### siberian husky
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![siberian husky](images/siberian_husky.jpg)
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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": "english bulldog",
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"1": "saint bernard",
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"2": "siberian husky"
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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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"english bulldog": "0",
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"saint bernard": "1",
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"siberian husky": "2"
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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": "4.21.3"
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}
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images/english_bulldog.jpg
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Git LFS Details
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images/saint_bernard.jpg
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Git LFS Details
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images/siberian_husky.jpg
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Git LFS Details
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preprocessor_config.json
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{
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"do_normalize": true,
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"do_resize": true,
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"feature_extractor_type": "ViTFeatureExtractor",
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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_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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"size": 224
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:9e086e4388016e19406203c1bbad232866e72294b20dfb0e6f58fab0cb55e18e
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size 343267249
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runs/events.out.tfevents.1662770304.6e95b7f3e5d0.69.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:fcccaf37979cdc19dae4c3bc39316ee6a45511d1bbc3418e7ff89c8f2d57e892
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size 1162
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