app.py

# Import packages
import pickle
import torch
import torch.nn as nn
from torchvision import transforms, models
from PIL import Image
from PIL import Image, ImageDraw, ImageFont
import gradio as gr
import numpy as np
import pandas as pd
import torch.nn.functional as F
from torchcam.methods import SmoothGradCAMpp
from torchcam.utils import overlay_mask
from torchvision.transforms.functional import to_pil_image
from sklearn.metrics.pairwise import cosine_similarity