| description | 🕵️♀️ Popular Object Detection Techniques |
|---|
| Term | Description |
|---|---|
| Classification | Specifying the label (class) of an object in input image |
| Classification and Localization | Specifying the label and coordinates of an object in input image |
| Object Detection | Specifying labels and coordinates of multiple objects in input image |
| Classification | Clf. and Localization | Detection | |
|---|---|---|---|
| #of objects | 1 | 1 | multiple |
| Input | image | image | image |
| Output | label | label + coordinates | label(s) + coordinates |
- R-CNN (Regional Based Convolutional Neural Networks)
- Fast R-CNN (Regional Based Convolutional Neural Networks)
- Faster R-CNN (Regional Based Convolutional Neural Networks)
- RFCN (Region Based Fully Connected Convolutional Neural Networks)
- YOLO (You Only Look Once)
- YOLO V1
- YOLO V2
- YOLO V3
- SSD (Single Shot Detection)
