# method = Edge()
# samples = method.make_samples(db)
# query = method.histogram(linkInput)
# result = inferInput(query, samples=samples, depth=depth, d_type=d_type)
# print(result)
# # retrieve by gabor
# method = Gabor()
# samples = method.make_samples(db)
# query = samples[query_idx]
# _, result = infer(query, samples=samples, depth=depth, d_type=d_type)
# print(result)
# #retrieve by HOG
method = HOG()
samples = method.make_samples(db)
query = method.get_featInput(img)
start_time = time.time()
result = inferInput(query, samples=samples, depth=depth, d_type=d_type)
end_time = time.time()
print('total run-time: %f ms' % ((end_time - start_time) * 1000))
print(result)
# retrieve by VGG
method = VGGNetFeat()
samples = method.make_samples(db)
query = method.get_featInput(img)
start_time = time.time()
result = inferInput(query, samples=samples, depth=depth, d_type=d_type)
