candle/candle-examples/examples/segformer

candle-segformer

• HuggingFace Segformer Model Card
• mit-b0 - An encoder only pretrained model
• segformer-b0-finetuned-ade-512-512 - A fine tuned model for segmentation

How to run the example

If you want you can use the example images from this pull request, download them and supply the path to the image as an argument to the example.

# run the image classification task
cargo run --example segformer classify <path-to-image>
# run the segmentation task
cargo run --example segformer segment <path-to-image>

Example output for classification:

classification logits [3.275261e-5, 0.0008562019, 0.0008868563, 0.9977506, 0.0002465068, 0.0002241473, 2.846596e-6]
label: hamburger