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dinov2-base-eurosat
internetoftim/dinov2-base-eurosat
dinov2-base-eurosat is a image classification model from internetoftim. Use it when you need a label for an image. It is set up for transformers.
nielsr/dinov2-base pre-trained model from which to fine-tune
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At a glance
- Task
- Image Classification
- Library
- transformers
- Model type
- vit
- Access
- Public
- Created
- Jun 21, 2023
- Updated
- Jun 29, 2023
- SHA
- de378bde
Model card
From the Hugging Face model README
Fine-tuning Details
To fine-tuning Details
nielsr/dinov2-base # pre-trained model from which to fine-tune
Graphcore/vit-base-ipu # config specific to the IPU (Used POD4)
Using: image_classification-dinov2-base.ipynb
Run the notebook in Gradient, make sure to upload the .ipynb file from this repository:
Poplar SDK: v3.2.1
Dataset:
load a custom dataset from local/remote files or folders using the ImageFolder feature option 1: local/remote files (supporting the following formats: tar, gzip, zip, xz, rar, zstd) url = "https://madm.dfki.de/files/sentinel/EuroSAT.zip" files = list(Path(dataset_dir).rglob("EuroSAT.zip"))
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Jun 21, 2023
- Updated
- Jun 29, 2023