Provide option for saving box coordinates in Pascal-VOC format. (#13272)

* Provide option for saaving box coordinates in Pascal-VOC format.
- Added save-format argument for saving box coordinates in Pascal-VOC format (Xmin, Ymin, Xmax, Ymax) when save_txt is True, 0 for YOLO and 1 for Pascal-VOC, By default - 0

* Auto-format by https://ultralytics.com/actions

---------

Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
pull/13278/head^2
Harsh Dhamecha 2024-08-25 03:10:38 +05:30 committed by GitHub
parent 2070b30399
commit 41b5f45096
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GPG Key ID: B5690EEEBB952194
1 changed files with 14 additions and 2 deletions

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@ -78,6 +78,7 @@ def run(
device="", # cuda device, i.e. 0 or 0,1,2,3 or cpu
view_img=False, # show results
save_txt=False, # save results to *.txt
save_format=0, # save boxes coordinates in YOLO format or Pascal-VOC format (0 for YOLO and 1 for Pascal-VOC)
save_csv=False, # save results in CSV format
save_conf=False, # save confidences in --save-txt labels
save_crop=False, # save cropped prediction boxes
@ -260,8 +261,13 @@ def run(
write_to_csv(p.name, label, confidence_str)
if save_txt: # Write to file
xywh = (xyxy2xywh(torch.tensor(xyxy).view(1, 4)) / gn).view(-1).tolist() # normalized xywh
line = (cls, *xywh, conf) if save_conf else (cls, *xywh) # label format
if save_format == 0:
coords = (
(xyxy2xywh(torch.tensor(xyxy).view(1, 4)) / gn).view(-1).tolist()
) # normalized xywh
else:
coords = (torch.tensor(xyxy).view(1, 4) / gn).view(-1).tolist() # xyxy
line = (cls, *coords, conf) if save_conf else (cls, *coords) # label format
with open(f"{txt_path}.txt", "a") as f:
f.write(("%g " * len(line)).rstrip() % line + "\n")
@ -369,6 +375,12 @@ def parse_opt():
parser.add_argument("--device", default="", help="cuda device, i.e. 0 or 0,1,2,3 or cpu")
parser.add_argument("--view-img", action="store_true", help="show results")
parser.add_argument("--save-txt", action="store_true", help="save results to *.txt")
parser.add_argument(
"--save-format",
type=int,
default=0,
help="whether to save boxes coordinates in YOLO format or Pascal-VOC format when save-txt is True, 0 for YOLO and 1 for Pascal-VOC",
)
parser.add_argument("--save-csv", action="store_true", help="save results in CSV format")
parser.add_argument("--save-conf", action="store_true", help="save confidences in --save-txt labels")
parser.add_argument("--save-crop", action="store_true", help="save cropped prediction boxes")