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Guanghua Yu f74aa666c5 | 2 years ago | |
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README.md | 2 years ago | |
cascade_mask_rcnn_r50_fpn_1x_coco.yml | 3 years ago | |
cascade_mask_rcnn_r50_vd_fpn_ssld_1x_coco.yml | 3 years ago | |
cascade_mask_rcnn_r50_vd_fpn_ssld_2x_coco.yml | 3 years ago | |
cascade_rcnn_r50_fpn_1x_coco.yml | 3 years ago | |
cascade_rcnn_r50_vd_fpn_ssld_1x_coco.yml | 3 years ago | |
cascade_rcnn_r50_vd_fpn_ssld_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 | Cascade Faster | 1 | 1x | ---- | 41.1 | - | 下载链接 | 配置文件 |
ResNet50-FPN | Cascade Mask | 1 | 1x | ---- | 41.8 | 36.3 | 下载链接 | 配置文件 |
ResNet50-vd-SSLDv2-FPN | Cascade Faster | 1 | 1x | ---- | 44.4 | - | 下载链接 | 配置文件 |
ResNet50-vd-SSLDv2-FPN | Cascade Faster | 1 | 2x | ---- | 45.0 | - | 下载链接 | 配置文件 |
ResNet50-vd-SSLDv2-FPN | Cascade Mask | 1 | 1x | ---- | 44.9 | 39.1 | 下载链接 | 配置文件 |
ResNet50-vd-SSLDv2-FPN | Cascade Mask | 1 | 2x | ---- | 45.7 | 39.7 | 下载链接 | 配置文件 |
@article{Cai_2019,
title={Cascade R-CNN: High Quality Object Detection and Instance Segmentation},
ISSN={1939-3539},
url={http://dx.doi.org/10.1109/tpami.2019.2956516},
DOI={10.1109/tpami.2019.2956516},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
publisher={Institute of Electrical and Electronics Engineers (IEEE)},
author={Cai, Zhaowei and Vasconcelos, Nuno},
year={2019},
pages={1–1}
}
PaddleDetection
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