Computer Vision • Object Detection Models • 22 methods
One-Stage Object Detection Models refer to a class of object detection models which are one-stage, i.e. models which skip the region proposal stage of two-stage models and run detection directly over a dense sampling of locations. These types of model usually have faster inference (possibly at the cost of performance). Below you can find a continuously updating list of one-stage object detection models.
Method | Year | Papers |
---|---|---|
2015 | 239 | |
2018 | 232 | |
2017 | 197 | |
2020 | 90 | |
2019 | 72 | |
2016 | 55 | |
2019 | 41 | |
2019 | 29 | |
2021 | 26 | |
2021 | 13 | |
2018 | 7 | |
2019 | 4 | |
2020 | 4 | |
2015 | 3 | |
2018 | 2 | |
2019 | 2 | |
2017 | 2 | |
2021 | 2 | |
2021 | 2 | |
2019 | 1 | |
2019 | 1 | |
2019 | 1 |