candle/candle-examples/examples/efficientvit

candle-efficientvit

EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention.

This candle implementation uses a pre-trained EfficientViT (from Microsoft Research Asia) network for inference. The classification head has been trained on the ImageNet dataset and returns the probabilities for the top-5 classes.

Running an example

$ cargo run --example efficientvit --release -- --image candle-examples/examples/yolo-v8/assets/bike.jpg --which m1

loaded image Tensor[dims 3, 224, 224; f32]
model built
mountain bike, all-terrain bike, off-roader: 69.80%
unicycle, monocycle     : 13.03%
bicycle-built-for-two, tandem bicycle, tandem: 9.28%
crash helmet            : 2.25%
alp                     : 0.46%