Kneron Model Zoo Inference 520 Example - Detection(FCOS)

KL520 Inference Example with NEF model trained from http://doc.kneron.com/docs/#model_training/detection/fcos


Check

in

to learn how to train a the example model, and check

to learn how to convert the trained model to NEF model


How to:

step 1. read document at Getting_start and make sure PLUS is ready

step 2-1. run KL520 example:

    cd python/example_model_zoo
    python KL520KnModelZooGenericInferenceFcos.py 

step 2-2. run KL720 example:

    cd python/example_model_zoo
    python KL720KnModelZooGenericInferenceFcos.py 

Detail Information:

Platform backbone FPS(npu only) Input format Preprocess Normalize
KL520 Darknet53s(FPN type: pan) 7.27369 RGB565 auto (on device) Kneron mode
KL720 Darknet53s(FPN type: pan) 48.8437 RGB565 auto (on device) Kneron mode