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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: microsoft/resnet-50
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - accuracy
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+ model-index:
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+ - name: resnet50_jellyfish_classifier
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # resnet50_jellyfish_classifier
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+
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+ This model is a fine-tuned version of [microsoft/resnet-50](https://huggingface.co/microsoft/resnet-50) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.1954
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+ - Accuracy: 0.9444
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 0.001
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+ - train_batch_size: 32
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+ - eval_batch_size: 32
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - num_epochs: 10
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | No log | 1.0 | 23 | 1.2120 | 0.5611 |
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+ | No log | 2.0 | 46 | 0.6042 | 0.7667 |
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+ | No log | 3.0 | 69 | 0.3322 | 0.8667 |
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+ | No log | 4.0 | 92 | 0.4372 | 0.8722 |
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+ | No log | 5.0 | 115 | 0.2465 | 0.9167 |
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+ | No log | 6.0 | 138 | 0.2132 | 0.9333 |
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+ | No log | 7.0 | 161 | 0.1954 | 0.9444 |
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+ | No log | 8.0 | 184 | 0.1981 | 0.9167 |
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+ | No log | 9.0 | 207 | 0.1531 | 0.9389 |
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+ | No log | 10.0 | 230 | 0.1495 | 0.9389 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.37.2
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+ - Pytorch 2.1.0+cu121
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+ - Datasets 2.17.1
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+ - Tokenizers 0.15.2
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