Line 116 of autodistill/detection/detection_base_model.py file

if record_confidence:
            #image_names = [os.path.basename(f_path) for f_path in image_paths]
            image_names = image_paths
            self._record_confidence_in_files(
                output_folder + "/annotations", image_names, detections_map
            )

Here the image_names should be full path instead of base name, because the keys in annotations and images in dataset are full path.

Line 51 of autodistill/detection/detection_base_model.py file

 yolo_annotations_name, _ = os.path.splitext(os.path.basename(image_name))

Here os.path.splittext should work with base name instead of full path due to my previous fix.

Original code would have bug when you try to run line 50 of this file. The image_name was base name of the file instead of full path, but the keys for annotations are full path.

This bug won't show up until you set record_confidence = True for the label method of DetectionBaseModel class.