Update torchvision transforms -> transforms.v2 about pytorch-deep-learning HOT 1 OPEN

# TEST: Check transforms.ToTensor() and v2.ToImage() + v2.ToDtype(torch.float32,scale=True)
# torch version 2.1.0+cu118 and torchvision version 0.16.0+cu118
from torchvision.transforms import v2 # new
from torchvision import transforms # old

transform1 = transforms.ToTensor()

transform2 = transforms.Compose([
    v2.ToImage(),
    v2.ToDtype(torch.float32, scale=True)
])

img_path = "/content/data/pizza_steak_sushi/test/pizza/1152100.jpg"
img = Image.open(img_path)

first_transform = transform1(img)
second_transform = transform2(img)

torch.equal(first_transform,second_transform)