diff options
Diffstat (limited to 'candle-examples/examples/segment-anything')
| -rw-r--r-- | candle-examples/examples/segment-anything/main.rs | 5 | ||||
| -rw-r--r-- | candle-examples/examples/segment-anything/model_sam.rs | 3 |
2 files changed, 5 insertions, 3 deletions
diff --git a/candle-examples/examples/segment-anything/main.rs b/candle-examples/examples/segment-anything/main.rs index a2722270..03ebe346 100644 --- a/candle-examples/examples/segment-anything/main.rs +++ b/candle-examples/examples/segment-anything/main.rs @@ -108,7 +108,8 @@ pub fn main() -> anyhow::Result<()> { let device = candle_examples::device(args.cpu)?; - let image = candle_examples::imagenet::load_image224(args.image)?.to_device(&device)?; + let image = + candle_examples::load_image(args.image, Some(model_sam::IMAGE_SIZE))?.to_device(&device)?; println!("loaded image {image:?}"); let model = match args.model { @@ -125,7 +126,7 @@ pub fn main() -> anyhow::Result<()> { let sam = model_sam::Sam::new(768, 12, 12, &[2, 5, 8, 11], vb)?; // sam_vit_b let (mask, iou_predictions) = sam.forward(&image, false)?; - println!("mask: {mask:?}"); + println!("mask:\n{mask}"); println!("iou_predictions: {iou_predictions:?}"); Ok(()) } diff --git a/candle-examples/examples/segment-anything/model_sam.rs b/candle-examples/examples/segment-anything/model_sam.rs index 1c8e9a59..acba7ef4 100644 --- a/candle-examples/examples/segment-anything/model_sam.rs +++ b/candle-examples/examples/segment-anything/model_sam.rs @@ -6,7 +6,7 @@ use crate::model_mask_decoder::MaskDecoder; use crate::model_prompt_encoder::PromptEncoder; const PROMPT_EMBED_DIM: usize = 256; -const IMAGE_SIZE: usize = 1024; +pub const IMAGE_SIZE: usize = 1024; const VIT_PATCH_SIZE: usize = 16; #[derive(Debug)] @@ -90,6 +90,7 @@ impl Sam { fn preprocess(&self, img: &Tensor) -> Result<Tensor> { let (c, h, w) = img.dims3()?; let img = img + .to_dtype(DType::F32)? .broadcast_sub(&self.pixel_mean)? .broadcast_div(&self.pixel_std)?; if h > IMAGE_SIZE || w > IMAGE_SIZE { |