openmv/scripts/unittest/script/21-nn_cifar10.py
2019-04-01 00:27:12 +02:00

16 lines
589 B
Python

def unittest(data_path, temp_path):
import os, nn, image
match = 0
test_dir = data_path+"/cifar10"
files = os.listdir(test_dir)
total = len(files)
labels = ['airplane', 'automobile', 'bird', 'cat', 'deer', 'dog', 'frog', 'horse', 'ship', 'truck']
net = nn.load(data_path+'/cifar10_fast.network')
for f in sorted(files):
img = image.Image(test_dir+"/"+f, copy_to_fb=True)
out = net.forward(img)
label = labels[out.index(max(out))]
if (f.split('-')[0] == label):
match += 1
return ((match / total * 100 ) > 90)