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mrm8488
/
convnext-tiny-finetuned-eurosat

Image Classification
Transformers
PyTorch
TensorBoard
Safetensors
convnext
Generated from Trainer
CV
ConvNeXT
satellite
EuroSAT
Eval Results (legacy)
Model card Files Files and versions
xet
Metrics Training metrics Community
2

Instructions to use mrm8488/convnext-tiny-finetuned-eurosat with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use mrm8488/convnext-tiny-finetuned-eurosat with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("image-classification", model="mrm8488/convnext-tiny-finetuned-eurosat")
    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("mrm8488/convnext-tiny-finetuned-eurosat")
    model = AutoModelForImageClassification.from_pretrained("mrm8488/convnext-tiny-finetuned-eurosat")
  • Notebooks
  • Google Colab
  • Kaggle
convnext-tiny-finetuned-eurosat
223 MB
Ctrl+K
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  • 2 contributors
History: 17 commits
mrm8488's picture
mrm8488
SFconvertbot's picture
SFconvertbot
Adding `safetensors` variant of this model (#1)
9f1b3fb about 3 years ago
  • runs
    End of training about 4 years ago
  • .gitattributes
    1.27 kB
    Adding `safetensors` variant of this model (#1) about 3 years ago
  • .gitignore
    13 Bytes
    Training in progress, epoch 1 about 4 years ago
  • README.md
    3.34 kB
    Update README.md about 4 years ago
  • config.json
    1.05 kB
    Training in progress, epoch 1 about 4 years ago
  • model.safetensors
    111 MB
    xet
    Adding `safetensors` variant of this model (#1) about 3 years ago
  • preprocessor_config.json
    289 Bytes
    Training in progress, epoch 1 about 4 years ago
  • pytorch_model.bin

    Detected Pickle imports (3)

    • "torch._utils._rebuild_tensor_v2",
    • "collections.OrderedDict",
    • "torch.FloatStorage"

    What is a pickle import?

    111 MB
    xet
    Training in progress, epoch 3 about 4 years ago
  • test1.jpg
    1.08 kB
    Add test image about 4 years ago
  • test2.jpg
    1.2 kB
    Add test image about 4 years ago
  • training_args.bin

    Detected Pickle imports (6)

    • "transformers.trainer_utils.SchedulerType",
    • "transformers.training_args.TrainingArguments",
    • "torch.device",
    • "transformers.training_args.OptimizerNames",
    • "transformers.trainer_utils.HubStrategy",
    • "transformers.trainer_utils.IntervalStrategy"

    How to fix it?

    3.12 kB
    xet
    Training in progress, epoch 1 about 4 years ago