PulseFocusPlatform/static/configs/acfpn/README.md

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2022-06-01 11:18:00 +08:00
# Attention-guided Context Feature Pyramid Network for Object Detection
## Introduction
- Attention-guided Context Feature Pyramid Network for Object Detection: [https://arxiv.org/abs/2005.11475](https://arxiv.org/abs/2005.11475)
```
Cao J, Chen Q, Guo J, et al. Attention-guided Context Feature Pyramid Network for Object Detection[J]. arXiv preprint arXiv:2005.11475, 2020.
```
## Model Zoo
| Backbone | Type | Image/gpu | Lr schd | Inf time (fps) | Box AP | Mask AP | Download | Configs |
| :---------------------- | :-------------: | :-------: | :-----: | :------------: | :----: | :-----: | :----------------------------------------------------------: | :-----: |
| ResNet50-vd-ACFPN | Faster | 2 | 1x | 23.432 | 39.6 | - | [model](https://paddlemodels.bj.bcebos.com/object_detection/faster_rcnn_r50_vd_acfpn_1x.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/blob/release/2.1/static/configs/acfpn/faster_rcnn_r50_vd_acfpn_1x.yml) |