# Object Detection
## Slides
* Object Detection, CNN Traing Tricks
[keynote](../../slides/3_21/16-Detection.key)
[PDF](../../slides/3_21/16-Detection.pdf)
* Notebooks
- Object Detection Datasets
[Jupyter](../../slides/3_21/object-detection-dataset.ipynb), [PDF](../../slides/3_21/object-detection-dataset.pdf)
- Boxes in Object Detection
[Jupyter](../../slides/3_21/bounding-box.ipynb), [PDF](../../slides/3_21/bounding-box.pdf)
- Single Shot Multibox Detection
[Jupyter](../../slides/3_21/ssd.ipynb), [PDF](../../slides/3_21/ssd.pdf)
## Content
* [Object Detection and Bounding Boxes](https://d2l.ai/chapter_computer-vision/bounding-box.html)
* [Anchor Boxes](https://d2l.ai/chapter_computer-vision/anchor.html)
* [Multiscale Object Detection](https://d2l.ai/chapter_computer-vision/multiscale-object-detection.html)
* [Object Detection Data Set (Pikachu)](https://d2l.ai/chapter_computer-vision/object-detection-dataset.html)
* [Single Shot Multibox Detection (SSD)](https://d2l.ai/chapter_computer-vision/ssd.html)
* [Region-based CNNs (R-CNNs)](https://d2l.ai/chapter_computer-vision/rcnn.html)
## Vidoes