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924ccae30c
* add segformer * Make the id2label field optional. --------- Co-authored-by: laurent <laurent.mazare@gmail.com>
29 lines
1011 B
Markdown
29 lines
1011 B
Markdown
# candle-segformer
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- [HuggingFace Segformer Model Card][segformer]
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- [`mit-b0` - An encoder only pretrained model][encoder]
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- [`segformer-b0-finetuned-ade-512-512` - A fine tuned model for segmentation][ade512]
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## How to run the example
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If you want you can use the example images from this [pull request][pr], download them and supply the path to the image as an argument to the example.
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```bash
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# run the image classification task
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cargo run --example segformer classify <path-to-image>
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# run the segmentation task
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cargo run --example segformer segment <path-to-image>
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```
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Example output for classification:
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```text
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classification logits [3.275261e-5, 0.0008562019, 0.0008868563, 0.9977506, 0.0002465068, 0.0002241473, 2.846596e-6]
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label: hamburger
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```
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[pr]: https://github.com/huggingface/candle/pull/1617
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[segformer]: https://huggingface.co/docs/transformers/model_doc/segformer
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[encoder]: https://huggingface.co/nvidia/mit-b0
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[ade512]: https://huggingface.co/nvidia/segformer-b0-finetuned-ade-512-512
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