Image Classification
Transformers
PyTorch
TensorBoard
vit
Generated from Trainer
Eval Results (legacy)
Instructions to use camiloTel0410/bean-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use camiloTel0410/bean-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="camiloTel0410/bean-classifier") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("camiloTel0410/bean-classifier") model = AutoModelForImageClassification.from_pretrained("camiloTel0410/bean-classifier", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit ·
d60c00f
1
Parent(s): cb2f2c3
Training in progress, step 500
Browse files- .gitignore +1 -0
- config.json +34 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- runs/Nov13_18-46-05_b97aed91deee/1699901174.3725865/events.out.tfevents.1699901174.b97aed91deee.1207.3 +3 -0
- runs/Nov13_18-46-05_b97aed91deee/events.out.tfevents.1699901174.b97aed91deee.1207.2 +3 -0
- training_args.bin +3 -0
.gitignore
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checkpoint-*/
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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": "angular_leaf_spot",
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"1": "bean_rust",
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"2": "healthy"
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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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"angular_leaf_spot": "0",
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"bean_rust": "1",
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"healthy": "2"
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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": "4.28.0"
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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": "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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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:ee4396e06d202d1ad5d7dbcf5c3b3f717a088e1291ed4366cd6becc8eb95637c
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size 343272234
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runs/Nov13_18-46-05_b97aed91deee/1699901174.3725865/events.out.tfevents.1699901174.b97aed91deee.1207.3
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version https://git-lfs.github.com/spec/v1
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oid sha256:ca5be5d3967707f66327c7e25c6f3d91bc982215dd271e664751ce43c6ccd78e
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size 5876
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runs/Nov13_18-46-05_b97aed91deee/events.out.tfevents.1699901174.b97aed91deee.1207.2
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version https://git-lfs.github.com/spec/v1
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oid sha256:fe4bcd2dcab984efc524762ed015e50c290c821ed2366277d3fec0fe1a53977a
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size 4629
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:992e5049bdbbb3100da7841e501720645efcd83f3940c4fdcd833de81f95fc56
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size 4024
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