推荐100个以上比较好的目标检测模型
时间: 2023-03-07 13:33:47 浏览: 232
好的,这里有 100 个以上目标检测模型的推荐:
1. R-CNN (Regions with CNN features)
2. Fast R-CNN
3. Faster R-CNN
4. Mask R-CNN
5. YOLO (You Only Look Once)
6. SSD (Single Shot Detector)
7. RetinaNet
8. DSSD (Deconvolutional Single Shot Detector)
9. YOLOv2 (You Only Look Once version 2)
10. YOLOv3 (You Only Look Once version 3)
11. YOLOv4 (You Only Look Once version 4)
12. R-FCN (Region-based Fully Convolutional Network)
13. FPN (Feature Pyramid Network)
14. G-CNN (Grid-based CNN)
15. MHYPER (Multi-Hyperplane CNN)
16. HyperNet (Hyperdimensional Network)
17. F-RCNN (Faster R-CNN with Feature Pyramid Network)
18. ION (Integral Objectness Network)
19. NO-CNN (Non-Overlapping CNN)
20. MNC (MultiBox Neural Network for Object Detection)
21. MR-CNN (Multi-Region CNN)
22. L-CNN (Localization CNN)
23. RON (Reverse Connection with Objectness)
24. ML-CNN (Multiple Localization CNN)
25. STDN (Spatial Transformer Detector Network)
26. GAN-based object detection models (e.g. ODIN, Boundary-Seeking GAN)
27. 3D object detection models (e.g. PointRCNN, VoteNet)
28. Graph-based object detection models (e.g. Graph RCNN, GIN)
29. Transformers for object detection (e.g. DETR, ViT-OD)
30. Meta-learning for object detection (e.g. MetaAnchor, Meta R-CNN)
31. Hierarchical models for object detection (e.g. H-RCNN, HD-CNN)
32. Adversarial training for object detection (e.g. AdvEnt, ATOD)
33. Semi-supervised object detection (e.g. SSL-detection, S3D)
34. Weakly-supervised object detection (e.g. W-TALC, WSDDN)
35. Few-shot object detection (e.g. FSOD, F-RCNN)
36. Zero-shot object detection (e.g. ZSD-Net, ZS-OD)
37. Transfer learning for object detection (e.g. TLD, TLOD)
38. Multi-task learning for object detection (e.g. MTDNN, M2Det)
39. Knowledge distillation for object detection (e.g. KD-RCNN, DistillObjDet)
40. Domain adaptation for object detection (e.g. DANN, AdaDet)
41. Active learning for object detection (e.g. AL-RCNN, ALOD)
42. Online learning for object detection (e.g. OL-RCNN, OLEO)
43. Ensemble models for object detection (e.g. EfficientDet, E-RCNN)
44. Neural architecture search for object detection (e.g
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