commit files to HF hub
Browse files- README.md +68 -0
- config.json +43 -0
- images/Border_Collie.jpg +0 -0
- images/Chow_Chow_dog.jpg +0 -0
- images/German_Shepherd.jpg +0 -0
- images/Golden_Retriever.jpg +0 -0
- images/Pug.jpg +0 -0
- images/Rottweiler.jpg +0 -0
- images/Shiba_Inu.jpg +0 -0
- images/Siberian_Husky.jpg +0 -0
- images/Tibetan_Mastiff.jpg +0 -0
- preprocessor_config.json +17 -0
- pytorch_model.bin +3 -0
- runs/events.out.tfevents.1626979718.f8168911ebc4.63.0 +3 -0
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-races-v2
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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: 0.8299999833106995
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---
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# dog-races-v2
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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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#### Border Collie
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![Border Collie](images/Border_Collie.jpg)
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#### Chow Chow dog
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![Chow Chow dog](images/Chow_Chow_dog.jpg)
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#### German Shepherd
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![German Shepherd](images/German_Shepherd.jpg)
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#### Golden Retriever
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![Golden Retriever](images/Golden_Retriever.jpg)
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#### Pug
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![Pug](images/Pug.jpg)
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#### Rottweiler
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![Rottweiler](images/Rottweiler.jpg)
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#### Shiba Inu
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![Shiba Inu](images/Shiba_Inu.jpg)
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#### Siberian Husky
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![Siberian Husky](images/Siberian_Husky.jpg)
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#### Tibetan Mastiff
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![Tibetan Mastiff](images/Tibetan_Mastiff.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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"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": "Border Collie",
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"1": "Chow Chow dog",
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"2": "German Shepherd",
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"3": "Golden Retriever",
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"4": "Pug",
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"5": "Rottweiler",
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"6": "Shiba Inu",
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"7": "Siberian Husky",
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"8": "Tibetan Mastiff"
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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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"Border Collie": "0",
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"Chow Chow dog": "1",
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"German Shepherd": "2",
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"Golden Retriever": "3",
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"Pug": "4",
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"Rottweiler": "5",
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"Shiba Inu": "6",
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"Siberian Husky": "7",
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"Tibetan Mastiff": "8"
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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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"torch_dtype": "float32",
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"transformers_version": "4.9.0"
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}
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images/Border_Collie.jpg
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images/Chow_Chow_dog.jpg
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images/German_Shepherd.jpg
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images/Golden_Retriever.jpg
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images/Pug.jpg
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images/Rottweiler.jpg
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images/Shiba_Inu.jpg
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images/Siberian_Husky.jpg
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images/Tibetan_Mastiff.jpg
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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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],
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"image_std": [
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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 sha256:8d8d851e33b9ceff84c108db4aadc3c214e68d96582b28441aff70c322aaf7da
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size 343298545
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runs/events.out.tfevents.1626979718.f8168911ebc4.63.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:99d77abf146f58881e955d07d714504f5c84751a508b5103dd5626c57005f5bf
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size 1819
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