File size: 666 Bytes
6b6986e |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 |
# 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: [https://github.com/graphcore/Gradient-HuggingFace/tree/main/image-classification](https://github.com/graphcore/Gradient-HuggingFace/commit/826b72cba150be52e7420a3440a31e3096b73c78)
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"))
|