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TADD/README.md

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+---
+license: cc-by-nc-sa-4.0
+extra_gated_prompt: You agree that this data will only be used for non-commercial purposes.
+extra_gated_fields:
+  Name: text
+  Email: text
+  Country: country
+  Organization or Affiliation: text
+  I agree to use this dataset for non-commercial use ONLY: checkbox
+---
+
+# Complex Virtual Dressing Dataset (CVDD)
+This dataset contains 516 pairs of virtual try-on test data in complex scenarios, as proposed in the paper ["FitDiT: Advancing the Authentic Garment Details for High-fidelity Virtual Try-on"](https://arxiv.org/abs/2411.10499).
+
+
+The images in this dataset have varying resolutions. To ensure consistent testing under the same resolution, you can use the following code:
+```
+from PIL import Image
+import math
+
+def pad_and_resize(im, new_width=768, new_height=1024, pad_color=(255, 255, 255), mode=Image.LANCZOS):
+    old_width, old_height = im.size
+    
+    ratio_w = new_width / old_width
+    ratio_h = new_height / old_height
+    if ratio_w < ratio_h:
+        new_size = (new_width, round(old_height * ratio_w))
+    else:
+        new_size = (round(old_width * ratio_h), new_height)
+    
+    im_resized = im.resize(new_size, mode)
+
+    pad_w = math.ceil((new_width - im_resized.width) / 2)
+    pad_h = math.ceil((new_height - im_resized.height) / 2)
+
+    new_im = Image.new('RGB', (new_width, new_height), pad_color)
+    
+    new_im.paste(im_resized, (pad_w, pad_h))
+
+    return new_im, pad_w, pad_h
+
+
+def unpad_and_resize(padded_im, pad_w, pad_h, original_width, original_height):
+    width, height = padded_im.size
+
+    left = pad_w
+    top = pad_h
+    right = width - pad_w
+    bottom = height - pad_h
+    
+    cropped_im = padded_im.crop((left, top, right, bottom))
+
+    resized_im = cropped_im.resize((original_width, original_height), Image.LANCZOS)
+
+    return resized_im
+
+
+# resize image to same resolution(e.g., 768x1024)
+image_size = image.size
+image, pad_w, pad_h = pad_and_resize(image, 768, 1024)
+
+# convert back to original size
+image = unpad_and_resize(image, pad_w, pad_h, image_size[0], image_size[1])
+```