Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +37 -0
- config.json +72 -0
- preprocessor_config.json +23 -0
- pytorch_model.bin +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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*.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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*.bin.* filter=lfs diff=lfs merge=lfs -text
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*.tar.gz filter=lfs diff=lfs merge=lfs -text
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tokenizer.json 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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- autotrain
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- vision
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- image-classification
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datasets:
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- OttoYu/autotrain-data-tree-classification
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widget:
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
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example_title: Tiger
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
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example_title: Teapot
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
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example_title: Palace
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co2_eq_emissions:
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emissions: 0.8942374660281194
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---
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# Model Trained Using AutoTrain
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- Problem type: Multi-class Classification
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- Model ID: 43081109815
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- CO2 Emissions (in grams): 0.8942
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## Validation Metrics
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- Loss: 0.772
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- Accuracy: 0.792
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- Macro F1: 0.754
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- Micro F1: 0.792
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- Weighted F1: 0.747
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- Macro Precision: 0.744
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- Micro Precision: 0.792
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- Weighted Precision: 0.743
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- Macro Recall: 0.808
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- Micro Recall: 0.792
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- Weighted Recall: 0.792
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config.json
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{
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"_name_or_path": "AutoTrain",
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"architectures": [
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"SwinForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"depths": [
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2,
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2,
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18,
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2
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],
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"drop_path_rate": 0.1,
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"embed_dim": 128,
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"encoder_stride": 32,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 1024,
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"id2label": {
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"0": "Araucaria columnaris",
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"1": "Archontophenix alexandrae",
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"10": "Melaleuca cajuputi subsp. cumingiana",
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"11": "Psychotria asiatica",
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"12": "Terminalia mantaly",
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"2": "Bischofia javanica",
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"3": "Callistemon viminalis",
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"4": "Casuarina equisetifolia",
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"5": "Cinnamomum burmannii",
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"6": "Dicranopteris pedata",
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"7": "Hibiscus tiliaceus",
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"8": "Livistona chinensis",
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"9": "Machilus chekiangensis"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"label2id": {
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"Araucaria columnaris": "0",
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"Archontophenix alexandrae": "1",
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"Bischofia javanica": "2",
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"Callistemon viminalis": "3",
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"Casuarina equisetifolia": "4",
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"Cinnamomum burmannii": "5",
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"Dicranopteris pedata": "6",
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"Hibiscus tiliaceus": "7",
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"Livistona chinensis": "8",
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"Machilus chekiangensis": "9",
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"Melaleuca cajuputi subsp. cumingiana": "10",
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"Psychotria asiatica": "11",
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"Terminalia mantaly": "12"
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},
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"layer_norm_eps": 1e-05,
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"max_length": 128,
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"mlp_ratio": 4.0,
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"model_type": "swin",
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"num_channels": 3,
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"num_heads": [
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4,
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8,
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16,
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32
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],
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"num_layers": 4,
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"padding": "max_length",
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"patch_size": 4,
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"path_norm": true,
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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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"use_absolute_embeddings": false,
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"window_size": 7
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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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"feature_extractor_type": "ViTFeatureExtractor",
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"image_mean": [
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0.485,
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0.456,
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0.406
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],
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"image_processor_type": "ViTImageProcessor",
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"image_std": [
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0.229,
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0.224,
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0.225
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],
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"resample": 3,
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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:eb07799de70a84f150815872999c856b64e55fb4d0c99851029966529157a50f
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size 347644817
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