Different result between model testing on platform and run on locally

nugro · December 17, 2024, 5:43pm

Hi All,

I try to run model on local using my laptop but got different result with model testing on edgeimpulse platform

my project:

my code:

edgeimpulse/linux-sdk-python/blob/master/examples/image/classify-image.py

#!/usr/bin/env python

import device_patches       # Device specific patches for Jetson Nano (needs to be before importing cv2)  # noqa: F401

import cv2
import os
import sys
import getopt
from edge_impulse_linux.image import ImageImpulseRunner

runner = None

def help():
    print('python classify-image.py <path_to_model.eim> <path_to_image.jpg>')

def main(argv):
    try:
        opts, args = getopt.getopt(argv, "h", ["--help"])
    except getopt.GetoptError:
        help()

This file has been truncated. show original

i got result form my local machine:
mata_terbuka (1.00): x=96 y=88 w=16 h=16
mata_terpejam (0.64): x=144 y=88 w=8 h=8
tidak_menguap (1.00): x=128 y=136 w=8 h=16

but on edge impulse model testing got: mata_terbuka, mata_terbuka and tidak_menguap

like on this pict:

*using f32 model

maybe @Eoin or @louis can help to take a look?

Thank you