from torch.utils.data import Dataset
from PIL import Image
import os
class MyData(Dataset):
def __init__(self,root_dir,label_dir):
self.root_dir = root_dir
self.label_dir = label_dir
self.path = os.path.join(self.root_dir,self.label_dir)
self.img_path = os.listdir(self.path)
def __getitem__(self, idx):
img_name = self.img_path[idx]
img_item_path = os.path.join(self.root_dir,self.label_dir,img_name )
img = Image.open(img_item_path)
label = self.label_dir
return img,label
def __len__(self):
return len(self.img_path)
root_dir = "dataset/train"
ants_label_dir = "ants"
bees_label_dir = "bees"
ants_datasets = MyData(root_dir,ants_label_dir)
bees_datasets = MyData(root_dir,bees_label_dir)
train_datasets = ants_datasets + bees_datasets
len(ants_datasets)
