feat: Add support for YOLO11 Det/OBB/Pose/Seg/Track models

- Integrate YOLO11 models from ultralytics v8.3.0
- Enable detection, oriented bounding box, pose estimation, segmentation, and tracking functionalities
- Update relevant documentation and dependencies

anylabeling/configs/auto_labeling/models.yaml

@@ -4,6 +4,24 @@
   config_file: ":/sam2_hiera_large_video.yaml"
 - model_name: "rmbg_v14-r20240908"
   config_file: ":/rmbg_v14.yaml"
+- model_name: "yolo11s-r20240930"
+  config_file: ":/yolo11s.yaml"
+- model_name: "yolo11s-cls-r20240930"
+  config_file: ":/yolo11s_cls.yaml"
+- model_name: "yolo11s-obb-r20240930"
+  config_file: ":/yolo11s_obb.yaml"
+- model_name: "yolo11s-seg-r20240930"
+  config_file: ":/yolo11s_seg.yaml"
+- model_name: "yolo11s-pose-r20240930"
+  config_file: ":/yolo11s_pose.yaml"
+- model_name: "yolo11s_det_botsort-r20240930"
+  config_file: ":/yolo11s_det_botsort.yaml"
+- model_name: "yolo11s_seg_botsort-r20240930"
+  config_file: ":/yolo11s_seg_botsort.yaml"
+- model_name: "yolo11s_obb_botsort-r20240930"
+  config_file: ":/yolo11s_obb_botsort.yaml"
+- model_name: "yolo11s_pose_botsort-r20240930"
+  config_file: ":/yolo11s_pose_botsort.yaml"
 - model_name: "yolov5s-r20230520"
   config_file: ":/yolov5s.yaml"
 - model_name: "yolov5_car_plate-r20230112"

anylabeling/configs/auto_labeling/yolo11s.yaml

@@ -0,0 +1,87 @@
+type: yolo11
+name: yolo11s-r20240930
+display_name: YOLO11s Ultralytics
+model_path: https://github.com/CVHub520/X-AnyLabeling/releases/download/v2.4.4/yolo11s.onnx
+nms_threshold: 0.45
+confidence_threshold: 0.25
+classes:
+  - person
+  - bicycle
+  - car
+  - motorcycle
+  - airplane
+  - bus
+  - train
+  - truck
+  - boat
+  - traffic light
+  - fire hydrant
+  - stop sign
+  - parking meter
+  - bench
+  - bird
+  - cat
+  - dog
+  - horse
+  - sheep
+  - cow
+  - elephant
+  - bear
+  - zebra
+  - giraffe
+  - backpack
+  - umbrella
+  - handbag
+  - tie
+  - suitcase
+  - frisbee
+  - skis
+  - snowboard
+  - sports ball
+  - kite
+  - baseball bat
+  - baseball glove
+  - skateboard
+  - surfboard
+  - tennis racket
+  - bottle
+  - wine glass
+  - cup
+  - fork
+  - knife
+  - spoon
+  - bowl
+  - banana
+  - apple
+  - sandwich
+  - orange
+  - broccoli
+  - carrot
+  - hot dog
+  - pizza
+  - donut
+  - cake
+  - chair
+  - couch
+  - potted plant
+  - bed
+  - dining table
+  - toilet
+  - tv
+  - laptop
+  - mouse
+  - remote
+  - keyboard
+  - cell phone
+  - microwave
+  - oven
+  - toaster
+  - sink
+  - refrigerator
+  - book
+  - clock
+  - vase
+  - scissors
+  - teddy bear
+  - hair drier
+  - toothbrush