commit files to HF hub
Browse files- README.md +28 -0
- config.json +52 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- runs/events.out.tfevents.1673951926.b2b7be8191a4 +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: imclasif-content-v001
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results:
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- task:
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name: Image genre 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: 0.8538206219673157
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---
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# imclasif-content-v001
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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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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": "Comix",
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"1": "Text",
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"10": "pixelart",
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"11": "schem",
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"2": "Text page",
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"3": "abstract",
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"4": "anime",
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"5": "book kover",
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"6": "cartoon",
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"7": "concept art",
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"8": "game screen",
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"9": "patern"
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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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"Comix": "0",
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"Text": "1",
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"Text page": "2",
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"abstract": "3",
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"anime": "4",
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"book kover": "5",
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"cartoon": "6",
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"concept art": "7",
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"game screen": "8",
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"patern": "9",
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"pixelart": "10",
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"schem": "11"
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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": "4.25.1"
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}
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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": "ViTImageProcessor",
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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 sha256:9d030344f612f1203e583669da0e87eecfc4bdb0ff4601c5e1b6826be68abf42
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size 343296685
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runs/events.out.tfevents.1673951926.b2b7be8191a4
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version https://git-lfs.github.com/spec/v1
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oid sha256:71037c2c6bbcb8100a937fe5b289c373b4ac49ed91f26f43304a6feb0479ada4
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size 2470
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