SummerChiam
commited on
Commit
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Parent(s):
fdc1a47
commit files to HF hub
Browse files- .gitattributes +7 -0
- README.md +60 -0
- config.json +42 -0
- images/Algae.png +3 -0
- images/Boiling.png +3 -0
- images/BoilingNight.png +3 -0
- images/Normal.png +3 -0
- images/NormalCement.png +3 -0
- images/NormalNight.png +3 -0
- images/NormalRain.png +3 -0
- preprocessor_config.json +17 -0
- pytorch_model.bin +3 -0
- runs/events.out.tfevents.1658898726.0256b5051772.73.0 +3 -0
.gitattributes
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@@ -29,3 +29,10 @@ 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/Algae.png filter=lfs diff=lfs merge=lfs -text
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images/Boiling.png filter=lfs diff=lfs merge=lfs -text
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images/BoilingNight.png filter=lfs diff=lfs merge=lfs -text
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images/Normal.png filter=lfs diff=lfs merge=lfs -text
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images/NormalCement.png filter=lfs diff=lfs merge=lfs -text
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images/NormalNight.png filter=lfs diff=lfs merge=lfs -text
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images/NormalRain.png 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: pond_image_classification_2
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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: 0.9948979616165161
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---
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# pond_image_classification_2
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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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#### Algae
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![Algae](images/Algae.png)
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#### Boiling
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![Boiling](images/Boiling.png)
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#### BoilingNight
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![BoilingNight](images/BoilingNight.png)
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#### Normal
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![Normal](images/Normal.png)
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#### NormalCement
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![NormalCement](images/NormalCement.png)
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#### NormalNight
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![NormalNight](images/NormalNight.png)
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#### NormalRain
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![NormalRain](images/NormalRain.png)
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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": "Algae",
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"1": "Boiling",
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"2": "BoilingNight",
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"3": "Normal",
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"4": "NormalCement",
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"5": "NormalNight",
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"6": "NormalRain"
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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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"Algae": "0",
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"Boiling": "1",
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"BoilingNight": "2",
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"Normal": "3",
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"NormalCement": "4",
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"NormalNight": "5",
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"NormalRain": "6"
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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": "4.20.1"
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}
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images/Algae.png
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Git LFS Details
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images/Boiling.png
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Git LFS Details
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images/BoilingNight.png
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Git LFS Details
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images/Normal.png
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Git LFS Details
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images/NormalCement.png
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Git LFS Details
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images/NormalNight.png
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Git LFS Details
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images/NormalRain.png
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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 sha256:592a53d178875bb33211b5b16873af565aa05037948d5aa072583070839cc06d
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size 343279537
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runs/events.out.tfevents.1658898726.0256b5051772.73.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:a7401675a2cf9450c2e4dc3b63cdcece57ddf527eb10b3f63bcea536e4fb2622
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size 3772
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