commit files to HF hub
Browse files- .gitattributes +4 -0
- README.md +48 -0
- config.json +36 -0
- images/abstract_art_lines.jpg +3 -0
- images/arabic_document.jpg +3 -0
- images/chinese_document.jpg +3 -0
- images/english_document.jpg +3 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- runs/events.out.tfevents.1675746629.7a76ca152b81.124.0 +3 -0
.gitattributes
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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/abstract_art_lines.jpg filter=lfs diff=lfs merge=lfs -text
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images/arabic_document.jpg filter=lfs diff=lfs merge=lfs -text
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images/chinese_document.jpg filter=lfs diff=lfs merge=lfs -text
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images/english_document.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: document-language-class-ar-en-zh
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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: 0.8111110925674438
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---
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# document-language-class-ar-en-zh
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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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#### abstract art lines
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#### arabic document
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#### chinese document
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#### english document
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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": "abstract art lines",
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"1": "arabic document",
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"2": "chinese document",
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"3": "english document"
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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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"abstract art lines": "0",
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"arabic document": "1",
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"chinese document": "2",
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"english document": "3"
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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": "4.26.0"
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}
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images/abstract_art_lines.jpg
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Git LFS Details
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images/arabic_document.jpg
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Git LFS Details
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images/chinese_document.jpg
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Git LFS Details
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images/english_document.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_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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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:e0471d6807a2b82e5ab8c210b06dac56a0f8372fea28c4980b0b3df380524280
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size 343272109
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runs/events.out.tfevents.1675746629.7a76ca152b81.124.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:d6a0552f752d65c10f5ee1cda885548b06bf18b927448769d21596966bb9574a
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size 1348
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