Target Detection Algorithm Review 2022 Notes [with PPT]
- List
- Chapter 1: Application and Requirements of Object Detection
- Chapter 2: Definition and challenges of target detection
- Chapter 3: The Progress of Target Detection Loss Function
- Chapter 4: The development history of target detection IOU
- Chapter 5: Target Detection Evaluation Indicators and Datasets
- [Chapter 6: Overview of the development of target detection algorithms](https://blog.csdn.net/qq_41895003/article/details/124935181)
- Chapter 7: Development of Traditional Algorithms for Target Detection
- Chapter 8: Development of Target Detection NMS Algorithm
- Chapter 9: Two-stage article on the development of anchor based target detection algorithm
- Chapter 10: One-stage development of anchor based target detection algorithm
- [Chapter 11: Development of target detection algorithm based on anchor free](https://blog.csdn.net/qq_41895003/article/details/124930662?spm=1001.2014.3001.5501)
- Chapter 12: Development of transformer-based target detection algorithms
- Final chapter: Summary and reflections on target detection
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List
Chapter 1: Application and Requirements of Object Detection
Application Scenarios of Target Detection Algorithm Review
Chapter 2: Definition and challenges of target detection
Definition and Challenges of Object Detection Algorithm Review
Chapter 3: The Progress of Target Detection Loss Function
Development of loss function for target detection algorithm review
Chapter 4: The development history of target detection IOU
IOU variant chapter of target detection algorithm review
Chapter 5: Target Detection Evaluation Indicators and Datasets
Evaluation indicators and data sets for target detection algorithm review
Chapter 6: Overview of the Development of Target Detection Algorithms
A Review of Object Detection Algorithms Development Overview
Chapter 7: Development of Traditional Algorithms for Target Detection
Review of traditional algorithms for target detection algorithms
Chapter 8: Development of Target Detection NMS Algorithm
NMS Variant Chapter of Target Detection Algorithm Review
Chapter 9: Two-stage article on the development of anchor based target detection algorithm
Let's post a picture here first
Chapter 10: One-stage development of anchor based target detection algorithm
Let's post a picture here first
Chapter 11: Development of target detection algorithm based on anchor free
Anchor free chapter of target detection algorithm review
Chapter 12: Development of transformer-based target detection algorithms
Transformer based chapter of target detection algorithm review
