Python Network.load Examples

Example #1

def test_to_from_bytes(image):
    net = Network.load('tiny-yolo')
    data = net.to_bytes()
    results = net(image)
    loaded = Network().from_bytes(data)
    results2 = net(image)
    assert results == results2

Example #2

def test_evaluate(image, box_labels):
    net = Network.load("tiny-yolo")
    acc = net.evaluate([image], [box_labels])
    assert 'fp' in acc
    assert 'fn' in acc
    assert 'tp' in acc
    assert 'r' in acc
    assert 'p' in acc
    assert 'f' in acc

Example #3

def test_update(image, box_labels):
    net = Network.load("tiny-yolo")
    for i in range(10):
        loss = net.update([image], [box_labels])
        print(loss)

Example #4

def test_detection_data(image, box_labels):
    net = Network.load("tiny-yolo")
    data = DetectionData([image], [box_labels], net.width, net.height,
                         net.max_boxes, net.num_classes)

Example #5

def test_detect(image):
    net = Network.load("tiny-yolo")
    result = net(image)

Example #6

def test_load():
    net = Network.load("tiny-yolo")

Example #7

File: test_network.py Project: dicksonyuan/lightnet

def test_update(image, box_labels):
    net = Network.load("tiny-yolo")
    for i in range(10):
        loss = net.update([image], [box_labels])
        print(loss)

Example #8

File: test_network.py Project: dicksonyuan/lightnet

def test_detection_data(image, box_labels):
    net = Network.load("tiny-yolo")
    data = DetectionData([image], [box_labels],
                         net.width, net.height, net.max_boxes, net.num_classes)

Example #9

File: test_network.py Project: dicksonyuan/lightnet

def test_detect(image):
    net = Network.load("tiny-yolo")
    result = net(image)

Example #10

File: test_network.py Project: dicksonyuan/lightnet

def test_load():
    net = Network.load("tiny-yolo")