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Hi,

My test code is like this:
n_test = 1000 t1 = time.time() for i in range(n_test): histogram = im.histogram() t2 = time.time() for i in range(n_test): for c in range(3): hist2 = cv2.calcHist([imcv[:, :, c]], [0], None, [256], [0, 256]).reshape(-1) t3 = time.time() for i in range(n_test): for c in range(3): hist3 = np.histogram(imcv[:,:,c].ravel(), bins=256, range=(0, 256)) t4 = time.time() print('pil hist time: {}'.format(t2 - t1)) print('cv2 hist time: {}'.format(t3 - t2)) print('np hist time: {}'.format(t4 - t3)) The result is that cv2 implementation is around 3x slower than pillow. Did I make any mistake here, how could I use cv2/numpy to make it as fast as pillow?

Hi,

My test code is like this:
n_test = 1000 t1 = time.time() for i in range(n_test): histogram = im.histogram() t2 = time.time() for i in range(n_test): for c in range(3): hist2 = cv2.calcHist([imcv[:, :, c]], [0], None, [256], [0, 256]).reshape(-1) t3 = time.time() for i in range(n_test): for c in range(3): hist3 = np.histogram(imcv[:,:,c].ravel(), bins=256, range=(0, 256)) t4 = time.time() print('pil hist time: {}'.format(t2 - t1)) print('cv2 hist time: {}'.format(t3 - t2)) print('np hist time: {}'.format(t4 - t3))

The result is that cv2 implementation is around 3x slower than pillow. Did I make any mistake here, how could I use cv2/numpy to make it as fast as pillow? pillow?

Hi,

My test code is like this:

n_test = 1000
t1 = time.time()
for i in range(n_test):
histogram = im.histogram()
t2 = time.time()
for i in range(n_test):
for c in range(3):
hist2 = cv2.calcHist([imcv[:, :, c]], [0], None, [256], [0, 256]).reshape(-1)
t3 = time.time()
for i in range(n_test):
for c in range(3):
hist3 = np.histogram(imcv[:,:,c].ravel(), bins=256, range=(0, 256))
t4 = time.time()
print('pil hist time: {}'.format(t2 - t1))
print('cv2 hist time: {}'.format(t3 - t2))
print('np hist time: {}'.format(t4 - t3))

The result is that cv2 implementation is around 3x slower than pillow. Did I make any mistake here, how could I use cv2/numpy to make it as fast as pillow?