def run():
input_api = InputQueue()
base_path = os.path.abspath(
__file__ + "/../../../test/zoo/resources/serving_quick_start")
if not base_path:
raise EOFError("You have to set your image path")
output_api = OutputQueue()
output_api.dequeue()
path = os.listdir(base_path)
for p in path:
if not p.endswith("jpeg"):
continue
img = cv2.imread(os.path.join(base_path, p))
img = cv2.resize(img, (224, 224))
input_api.enqueue_image(p, img)
time.sleep(5)
# get all result and dequeue
result = output_api.dequeue()
for k in result.keys():
output = "image: " + k + ", classification-result:"
tmp_dict = json.loads(result[k])
for class_idx in tmp_dict.keys():
output += "class: " + class_idx + "'s prob: " + tmp_dict[class_idx]
print(output)
def run(path):
input_api = InputQueue()
base_path = path
if not base_path:
raise EOFError("You have to set your image path")
output_api = OutputQueue()
output_api.dequeue()
path = os.listdir(base_path)
for p in path:
if not p.endswith("jpeg"):
continue
img = cv2.imread(os.path.join(base_path, p))
img = cv2.resize(img, (224, 224))
input_api.enqueue_image(p, img)
time.sleep(10)
# get all result and dequeue
result = output_api.dequeue()
for k in result.keys():
output = "image: " + k + ", classification-result:"
tmp_list = json.loads(result[k])
for record in range(len(tmp_list)):
output += " class: " + str(tmp_list[record][0]) \
+ "'s prob: " + str(tmp_list[record][1])
print(output)
import time
if __name__ == "__main__":
input_api = InputQueue()
base_path = "../../test/zoo/resources/serving_quick_start"
if not base_path:
raise EOFError("You have to set your image path")
output_api = OutputQueue()
output_api.dequeue()
path = os.listdir(base_path)
for p in path:
if not p.endswith("jpeg"):
continue
img = cv2.imread(os.path.join(base_path, p))
img = cv2.resize(img, (224, 224))
input_api.enqueue_image(p, img)
time.sleep(5)
# get all result and dequeue
result = output_api.dequeue()
for k in result.keys():
output = "image: " + k + ", classification-result:"
tmp_dict = json.loads(result[k])
for class_idx in tmp_dict.keys():
output += "class: " + class_idx + "'s prob: " + tmp_dict[class_idx]
print(output)