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resnet50-beans-dummy-sagemaker
nateraw/resnet50-beans-dummy-sagemaker
resnet50-beans-dummy-sagemaker is a image classification model from nateraw. Use it when you need a label for an image. It is set up for timm.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Image Classification
- Library
- timm
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Sep 22, 2021
- SHA
- d579246c
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
model
This model is a fine-tuned version of resnet18 on the beans dataset. It achieves the following results on the evaluation set:
- Loss: 1.0219
- Acc1: 56.3910
- Acc5: 100.0
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- training_steps: 20
Training results
Framework versions
- Transformers 4.10.2
- Pytorch 1.7.1
- Datasets 1.12.1
- Tokenizers 0.10.3
- Task
- Image Classification
- Library
- timm
- Created
- Mar 2, 2022
- Updated
- Sep 22, 2021