commit files to HF hub
Browse files- .gitattributes +5 -0
- README.md +52 -0
- config.json +38 -0
- images/computer_mouse.jpg +3 -0
- images/desktop.jpg +3 -0
- images/keyboard.jpg +3 -0
- images/laptop.jpg +3 -0
- images/monitor.jpg +3 -0
- preprocessor_config.json +17 -0
- pytorch_model.bin +3 -0
- runs/events.out.tfevents.1652478693.a0469da103ef.72.0 +3 -0
.gitattributes
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@@ -25,3 +25,8 @@ 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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*.zstandard 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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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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images/computer_mouse.jpg filter=lfs diff=lfs merge=lfs -text
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images/desktop.jpg filter=lfs diff=lfs merge=lfs -text
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images/keyboard.jpg filter=lfs diff=lfs merge=lfs -text
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images/laptop.jpg filter=lfs diff=lfs merge=lfs -text
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images/monitor.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: computer-stuff
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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: 0.8839285969734192
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---
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# computer-stuff
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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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#### computer mouse
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![computer mouse](images/computer_mouse.jpg)
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#### desktop
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![desktop](images/desktop.jpg)
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#### keyboard
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![keyboard](images/keyboard.jpg)
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#### laptop
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![laptop](images/laptop.jpg)
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#### monitor
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![monitor](images/monitor.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": "computer mouse",
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"1": "desktop",
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"2": "keyboard",
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"3": "laptop",
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"4": "monitor"
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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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"computer mouse": "0",
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"desktop": "1",
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"keyboard": "2",
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"laptop": "3",
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"monitor": "4"
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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": "4.19.1"
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}
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images/computer_mouse.jpg
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Git LFS Details
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images/desktop.jpg
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Git LFS Details
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images/keyboard.jpg
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Git LFS Details
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images/laptop.jpg
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Git LFS Details
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images/monitor.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 sha256:7b4370669e431207fd8b85698e0f130c5e522247a4b771aa0dead5203fd376cc
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size 343273393
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runs/events.out.tfevents.1652478693.a0469da103ef.72.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:a79ecedad56ed7194e79ddf84c7644567636f13d1705fa55dbd177bd17848e91
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size 1444
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