From e79527739161e4452915221c243373a15febbbc6 Mon Sep 17 00:00:00 2001
From: Laughing <61612323+Laughing-q@users.noreply.github.com>
Date: Wed, 10 Jan 2024 10:04:54 +0800
Subject: [PATCH] Add OBB `save_txt` feature (#7450)

---
 ultralytics/engine/results.py | 14 ++++++++++++--
 1 file changed, 12 insertions(+), 2 deletions(-)

diff --git a/ultralytics/engine/results.py b/ultralytics/engine/results.py
index 713658f5..21e11078 100644
--- a/ultralytics/engine/results.py
+++ b/ultralytics/engine/results.py
@@ -285,7 +285,8 @@ class Results(SimpleClass):
             txt_file (str): txt file path.
             save_conf (bool): save confidence score or not.
         """
-        boxes = self.boxes
+        is_obb = self.obb is not None
+        boxes = self.obb if is_obb else self.boxes
         masks = self.masks
         probs = self.probs
         kpts = self.keypoints
@@ -297,7 +298,7 @@ class Results(SimpleClass):
             # Detect/segment/pose
             for j, d in enumerate(boxes):
                 c, conf, id = int(d.cls), float(d.conf), None if d.id is None else int(d.id.item())
-                line = (c, *d.xywhn.view(-1))
+                line = (c, *(d.xyxyxyxyn.view(-1) if is_obb else d.xywhn.view(-1)))
                 if masks:
                     seg = masks[j].xyn[0].copy().reshape(-1)  # reversed mask.xyn, (n,2) to (n*2)
                     line = (c, *seg)
@@ -640,6 +641,15 @@ class OBB(BaseTensor):
         """Return the boxes in xyxyxyxy format, (N, 4, 2)."""
         return ops.xywhr2xyxyxyxy(self.xywhr)
 
+    @property
+    @lru_cache(maxsize=2)
+    def xyxyxyxyn(self):
+        """Return the boxes in xyxyxyxy format, (N, 4, 2)."""
+        xyxyxyxyn = self.xyxyxyxy.clone() if isinstance(self.xyxyxyxy, torch.Tensor) else np.copy(self.xyxyxyxy)
+        xyxyxyxyn[..., 0] /= self.orig_shape[1]
+        xyxyxyxyn[..., 1] /= self.orig_shape[1]
+        return xyxyxyxyn
+
     @property
     @lru_cache(maxsize=2)
     def xyxy(self):