From 996cf7e55783ea22514e53f49843c491dfe93a9e Mon Sep 17 00:00:00 2001 From: Guanghua Yu <742925032@qq.com> Date: Thu, 3 Dec 2020 12:50:57 +0800 Subject: [PATCH] update solov2 model confrontation (#1804) --- configs/solov2/README.md | 19 +++++++++++++------ 1 file changed, 13 insertions(+), 6 deletions(-) diff --git a/configs/solov2/README.md b/configs/solov2/README.md index d33a5a3a3..60040b499 100644 --- a/configs/solov2/README.md +++ b/configs/solov2/README.md @@ -16,12 +16,19 @@ SOLOv2 (Segmenting Objects by Locations) is a fast instance segmentation framewo ## Model Zoo -| Backbone | Multi-scale training | Lr schd | V100 FP32(FPS) | Mask APval | Download | Configs | -| :---------------------: | :-------------------: | :-----: | :------------: | :-----: | :---------: | :------------------------: | -| Mobilenetv3-FPN | True | 3x | 50 | 30.0 | [model](https://paddlemodels.bj.bcebos.com/object_detection/solov2_mobilenetv3_fpn_448_3x.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/master/configs/solov2/solov2_mobilenetv3_fpn_448_3x.yml) | -| R50-FPN | False | 1x | 21.9 | 35.6 | [model](https://paddlemodels.bj.bcebos.com/object_detection/solov2_r50_fpn_1x.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/master/configs/solov2/solov2_r50_fpn_1x.yml) | -| R50-FPN | True | 3x | 21.9 | 37.9 | [model](https://paddlemodels.bj.bcebos.com/object_detection/solov2_r50_fpn_3x.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/master/configs/solov2/solov2_r50_fpn_3x.yml) | -| R101-VD-FPN | True | 3x | 12.1 | 42.6 | [model](https://paddlemodels.bj.bcebos.com/object_detection/solov2_r101_vd_fpn_3x.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/master/configs/solov2/solov2_r101_vd_fpn_3x.yml) | +| Detector | Backbone | Multi-scale training | Lr schd | Mask APval | V100 FP32(FPS) | GPU | Download | Configs | +| :-------: | :---------------------: | :-------------------: | :-----: | :--------------------: | :-------------: | :-----: | :---------: | :------------------------: | +| YOLACT++ | R50-FPN | False | 80w iter | 34.1 (test-dev) | 33.5 | Xp | - | - | +| CenterMask | R50-FPN | True | 2x | 36.4 | 13.9 | Xp | - | - | +| CenterMask | V2-99-FPN | True | 3x | 40.2 | 8.9 | Xp | - | - | +| PolarMask | R50-FPN | True | 2x | 30.5 | 9.4 | V100 | - | - | +| BlendMask | R50-FPN | True | 3x | 37.8 | 13.5 | V100 | - | - | +| SOLOv2 (Paper) | R50-FPN | False | 1x | 34.8 | 18.5 | V100 | - | - | +| SOLOv2 (Paper) | X101-DCN-FPN | True | 3x | 42.4 | 5.9 | V100 | - | - | +| SOLOv2 | Mobilenetv3-FPN | True | 3x | 30.0 | 50 | V100 | [model](https://paddlemodels.bj.bcebos.com/object_detection/solov2_mobilenetv3_fpn_448_3x.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/master/configs/solov2/solov2_mobilenetv3_fpn_448_3x.yml) | +| SOLOv2 | R50-FPN | False | 1x | 35.6 | 21.9 | V100 | [model](https://paddlemodels.bj.bcebos.com/object_detection/solov2_r50_fpn_1x.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/master/configs/solov2/solov2_r50_fpn_1x.yml) | +| SOLOv2 | R50-FPN | True | 3x | 37.9 | 21.9 | V100 | [model](https://paddlemodels.bj.bcebos.com/object_detection/solov2_r50_fpn_3x.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/master/configs/solov2/solov2_r50_fpn_3x.yml) | +| SOLOv2 | R101-VD-FPN | True | 3x | 42.6 | 12.1 | V100 | [model](https://paddlemodels.bj.bcebos.com/object_detection/solov2_r101_vd_fpn_3x.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/master/configs/solov2/solov2_r101_vd_fpn_3x.yml) | ## Enhanced model | Backbone | Input size | Lr schd | V100 FP32(FPS) | Mask APval | Download | Configs | -- GitLab