MiniGPT-4/eval_scripts/eval_utils.py
Bingyi Kang 3efda2ac76
Evaluation (#3)
Evaluation (Version 1) (including Quantitative & Qualitative)
WIP: Reconstruct the eval part & config part

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Co-authored-by: unknown <913556700@qq.com>
Co-authored-by: bingyikang <bingyikang@bytedance.com>
2023-05-25 12:34:00 +08:00

16 lines
491 B
Python

import torch
from PIL import Image
def load_image(image, image_processor):
if isinstance(image, str): # is a image path
raw_image = Image.open(image).convert('RGB')
image = image_processor(raw_image).unsqueeze(0)
elif isinstance(image, Image.Image):
raw_image = image
image = image_processor(raw_image).unsqueeze(0)
elif isinstance(image, torch.Tensor):
if len(image.shape) == 3:
image = image.unsqueeze(0)
return image