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add test for input_boxes #1141

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add test for input_boxes #1141

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22 changes: 22 additions & 0 deletions tests/models/sam/test_modeling_sam.js
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Original file line number Diff line number Diff line change
Expand Up @@ -41,6 +41,28 @@ export default () => {
MAX_TEST_EXECUTION_TIME,
);

it(
"w/ input_boxes",
async () => {
const raw_image = await load_cached_image("corgi");
const input_boxes = [[[0, 341.3333, 682.6667, 682.6667]]];

const inputs = await processor(raw_image, { input_boxes });
const { pred_masks, iou_scores } = await model(inputs);

expect(pred_masks.dims).toEqual([1, 1, 3, 256, 256]);
expect(pred_masks.mean().item()).toBeCloseTo(-5.76981782913208, 5);
expect(iou_scores.dims).toEqual([1, 1, 3]);
expect(iou_scores.tolist()).toBeCloseToNested([[[0.8583833575248718, 0.9773167967796326, 0.8511142730712891]]]);

// Post-process masks
const masks = await processor.post_process_masks(pred_masks, inputs.original_sizes, inputs.reshaped_input_sizes);
expect(masks).toHaveLength(1);
expect(masks[0].dims).toEqual([1, 3, 410, 614]);
expect(masks[0].type).toEqual("bool");
}
)

afterAll(async () => {
await model?.dispose();
}, MAX_MODEL_DISPOSE_TIME);
Expand Down