initial project version!

2024-05-20 20:01:06 +08:00
commit d6f3693d3f
483 changed files with 60345 additions and 0 deletions
--- a/ultralytics/models/yolo/model.py
+++ b/ultralytics/models/yolo/model.py
@ -0,0 +1,36 @@
+# Ultralytics YOLO 🚀, AGPL-3.0 license
+
+from ultralytics.engine.model import Model
+from ultralytics.models import yolo  # noqa
+from ultralytics.nn.tasks import ClassificationModel, DetectionModel, PoseModel, SegmentationModel
+
+
+class YOLO(Model):
+    """
+    YOLO (You Only Look Once) object detection model.
+    """
+
+    @property
+    def task_map(self):
+        """Map head to model, trainer, validator, and predictor classes"""
+        return {
+            'classify': {
+                'model': ClassificationModel,
+                'trainer': yolo.classify.ClassificationTrainer,
+                'validator': yolo.classify.ClassificationValidator,
+                'predictor': yolo.classify.ClassificationPredictor, },
+            'detect': {
+                'model': DetectionModel,
+                'trainer': yolo.detect.DetectionTrainer,
+                'validator': yolo.detect.DetectionValidator,
+                'predictor': yolo.detect.DetectionPredictor, },
+            'segment': {
+                'model': SegmentationModel,
+                'trainer': yolo.segment.SegmentationTrainer,
+                'validator': yolo.segment.SegmentationValidator,
+                'predictor': yolo.segment.SegmentationPredictor, },
+            'pose': {
+                'model': PoseModel,
+                'trainer': yolo.pose.PoseTrainer,
+                'validator': yolo.pose.PoseValidator,
+                'predictor': yolo.pose.PosePredictor, }, }