Update README.md

README.md

@@ -24,3 +24,32 @@ configs:
 ---
 
 For modified FLIR 
+
+Usage：
+```py
+from torchvision import transforms
+from datasets import load_dataset
+
+dataset_name = "newguyme/flir_paired"
+dataset_flir_paired = load_dataset(dataset_name, split="train",use_auth_token=True)
+# dataset_flir_paired
+
+flir_preprocess = transforms.Compose(
+    [
+        transforms.Resize((config.image_size, config.image_size)),
+        # transforms.RandomHorizontalFlip(),
+        transforms.ToTensor(),
+        transforms.Normalize([0.5], [0.5]),
+    ]
+)
+
+def flir_transform(examples):
+    rgb = [flir_preprocess(image.convert("RGB")) for image in examples["rgb"]]
+    ir = [flir_preprocess(image.convert("RGB")) for image in examples["ir"]]
+
+    return {"rgb_t_3ch": rgb, "ir_t_3ch":ir}
+
+
+dataset_flir_paired.set_transform(flir_transform)
+
+```