Commit
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3b460a5
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Parent(s):
abd5383
commit files to HF hub
Browse files- .gitattributes +5 -0
- README.md +52 -0
- config.json +38 -0
- images/cat.jpg +3 -0
- images/cow.jpg +3 -0
- images/dog.jpg +3 -0
- images/lion.jpg +3 -0
- images/wolf.jpg +3 -0
- model.safetensors +3 -0
- preprocessor_config.json +36 -0
- runs/events.out.tfevents.1720248226.f5a44a182a6f.253.0 +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/cat.jpg filter=lfs diff=lfs merge=lfs -text
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images/cow.jpg filter=lfs diff=lfs merge=lfs -text
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images/dog.jpg filter=lfs diff=lfs merge=lfs -text
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images/lion.jpg filter=lfs diff=lfs merge=lfs -text
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images/wolf.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: identify_animals
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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: 0.3333333432674408
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---
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# identify_animals
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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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#### cat
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![cat](images/cat.jpg)
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#### cow
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![cow](images/cow.jpg)
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#### dog
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![dog](images/dog.jpg)
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#### lion
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![lion](images/lion.jpg)
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#### wolf
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![wolf](images/wolf.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": "cat",
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"1": "cow",
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"2": "dog",
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"3": "lion",
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"4": "wolf"
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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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"cat": "0",
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"cow": "1",
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"dog": "2",
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"lion": "3",
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"wolf": "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": "4.41.2"
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}
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images/cat.jpg
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Git LFS Details
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images/cow.jpg
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![]() |
Git LFS Details
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images/dog.jpg
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![]() |
Git LFS Details
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images/lion.jpg
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![]() |
Git LFS Details
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images/wolf.jpg
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![]() |
Git LFS Details
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:af8fc3a8bbae8abb871e6d7eb3a691706d41ccd43c324590ba1b2a30bc96c969
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size 343233204
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preprocessor_config.json
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{
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"_valid_processor_keys": [
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"images",
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"do_resize",
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"size",
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"resample",
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"do_rescale",
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"rescale_factor",
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"do_normalize",
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"image_mean",
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"image_std",
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"return_tensors",
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"data_format",
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"input_data_format"
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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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runs/events.out.tfevents.1720248226.f5a44a182a6f.253.0
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:efef3e7fc9c8c62a1557cda8cc28b052b9196b60d7aaa34a15e199c6a149ed5e
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size 929
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