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frankfliu avatar frankfliu commented on June 24, 2024

I noticed you resized the model to 800x800, is your model expect this input size?

YoloV5Translator default will resize image to 640x640, can try the following:

        Criteria<Image, DetectedObjects> criteria = Criteria.builder()
                         .setTypes(Image.class, DetectedObjects.class)
                        .optDevice(device)
                        .optModelUrls(getRealUrl("/model/tk/objDet.zip"))
                        .optModelName("objDet.pt")
                        .optEngine("PyTorch")
                        .optArgument("width", 800)
                        .optArgument("height", 800)
                        .optArgument("resize", true)
                        .optArgument("toTensor", true)
                        .optArgument("applyRatio", true)
                        .optArgument("threshold", 0.8f)
                        .optTranslatorFactory(new YoloV5TranslatorFactory())
                        .build();

from djl.

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