pytorch transform 和 OpenCV及PIL转换

img_path = "./data/img_37.jpg"

# transforms.ToTensor()
transform1 = transforms.Compose([
    transforms.ToTensor(), # range [0, 255] -> [0.0,1.0]
    ]
)

## openCV
img = cv2.imread(img_path)# 读取图像
img1 = transform1(img) # 归一化到 [0.0,1.0]
print("img1 = ",img1)
# 转化为numpy.ndarray并显示
img_1 = img1.numpy()*255
img_1 = img_1.astype('uint8')
img_1 = np.transpose(img_1, (1,2,0))
cv2.imshow('img_1', img_1)
cv2.waitKey()

## PIL
img = Image.open(img_path).convert('RGB') # 读取图像
img2 = transform1(img) # 归一化到 [0.0,1.0]
print("img2 = ",img2)
#转化为PILImage并显示
img_2 = transforms.ToPILImage()(img2).convert('RGB')
print("img_2 = ",img_2)
img_2.show()