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jerrywgz 94861c24b2 | 1 year ago | |
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README.md | 1 year ago | |
cascade_mask_rcnn_r50_fpn_gn_2x_coco.yml | 3 years ago | |
cascade_rcnn_r50_fpn_gn_2x_coco.yml | 3 years ago | |
faster_rcnn_r50_fpn_gn_2x_coco.yml | 3 years ago | |
mask_rcnn_r50_fpn_gn_2x_coco.yml | 3 years ago |
骨架网络 | 网络类型 | 每张GPU图片个数 | 学习率策略 | 推理时间(fps) | Box AP | Mask AP | 下载 | 配置文件 |
---|---|---|---|---|---|---|---|---|
ResNet50-FPN | Faster | 1 | 2x | - | 41.9 | - | 下载链接 | 配置文件 |
ResNet50-FPN | Mask | 1 | 2x | - | 42.3 | 38.4 | 下载链接 | 配置文件 |
ResNet50-FPN | Cascade Faster | 1 | 2x | - | 44.6 | - | 下载链接 | 配置文件 |
ResNet50-FPN | Cacade Mask | 1 | 2x | - | 45.0 | 39.3 | 下载链接 | 配置文件 |
注意: Faster R-CNN baseline仅使用 2fc
head,而此处使用4conv1fc
head(4层conv之间使用GN),并且FPN也使用GN,而对于Mask R-CNN是在mask head的4层conv之间也使用GN。
@inproceedings{wu2018group,
title={Group Normalization},
author={Wu, Yuxin and He, Kaiming},
booktitle={Proceedings of the European Conference on Computer Vision (ECCV)},
year={2018}
}
PaddleDetection是一个基于PaddlePaddle的目标检测端到端开发套件,在提供丰富的模型组件和测试基准的同时,注重端到端的产业落地应用,通过打造产业级特色模型|工具、建设产业应用范例等手段,帮助开发者实现数据准备、模型选型、模型训练、模型部署的全流程打通,快速进行落地应用。
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