mirror of
https://github.com/openmv/openmv.git
synced 2025-11-04 14:49:50 +08:00
16 lines
589 B
Python
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)
|