From 43626835ed99d323e1b1c40bfe5a30418679c439 Mon Sep 17 00:00:00 2001 From: Feng Ni Date: Mon, 30 Aug 2021 14:04:51 +0800 Subject: [PATCH] [cherry-pick]update mot kitticars modelzoo (#4085) --- configs/mot/README.md | 6 +++--- configs/mot/README_cn.md | 6 +++--- configs/mot/kitticars/README_cn.md | 2 +- 3 files changed, 7 insertions(+), 7 deletions(-) diff --git a/configs/mot/README.md b/configs/mot/README.md index 72f874b43..0c51e023e 100644 --- a/configs/mot/README.md +++ b/configs/mot/README.md @@ -118,7 +118,7 @@ If you use a stronger detection model, you can get better results. Each txt is t | backbone | input shape | MOTA | IDF1 | IDS | FP | FN | FPS | download | config | | :--------------| :------- | :----: | :----: | :----: | :----: | :----: | :------: | :----: |:-----: | | DLA-34(paper) | 1088x608 | 83.3 | 81.9 | 544 | 3822 | 14095 | - | - | - | -| DLA-34 | 1088x608 | 83.7 | 83.3 | 435 | 3829 | 13764 | - | [model](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml) | +| DLA-34 | 1088x608 | 83.2 | 83.1 | 499 | 3861 | 14223 | - | [model](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml) | ### FairMOT Results on MOT-16 Test Set @@ -126,7 +126,7 @@ If you use a stronger detection model, you can get better results. Each txt is t | backbone | input shape | MOTA | IDF1 | IDS | FP | FN | FPS | download | config | | :--------------| :------- | :----: | :----: | :----: | :----: | :----: | :------: | :----: |:-----: | | DLA-34(paper) | 1088x608 | 74.9 | 72.8 | 1074 | - | - | 25.9 | - | - | -| DLA-34 | 1088x608 | 74.8 | 74.4 | 930 | 7038 | 37994 | - | [model](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml) | +| DLA-34 | 1088x608 | 75.0 | 74.7 | 919 | 7934 | 36747 | - | [model](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml) | **Notes:** FairMOT used 2 GPUs for training and mini-batch size as 6 on each GPU, and trained for 30 epoches. @@ -151,7 +151,7 @@ If you use a stronger detection model, you can get better results. Each txt is t | backbone | input shape | MOTA | FPS | download | config | | :--------------| :------- | :-----: | :-----: | :------: | :----: | -| DLA-34 | 1088x608 | 67.9 | - |[model](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608_kitticars.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/kitticars/fairmot_dla34_30e_1088x608_kitticars.yml) | +| DLA-34 | 1088x608 | 53.9 | - |[model](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608_kitticars.pdparams) | [config](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/kitticars/fairmot_dla34_30e_1088x608_kitticars.yml) | ## Dataset Preparation diff --git a/configs/mot/README_cn.md b/configs/mot/README_cn.md index 8932a49c6..681230b06 100644 --- a/configs/mot/README_cn.md +++ b/configs/mot/README_cn.md @@ -119,14 +119,14 @@ wget https://dataset.bj.bcebos.com/mot/det_results_dir.zip | 骨干网络 | 输入尺寸 | MOTA | IDF1 | IDS | FP | FN | FPS | 下载链接 | 配置文件 | | :--------------| :------- | :----: | :----: | :---: | :----: | :---: | :------: | :----: |:----: | | DLA-34(paper) | 1088x608 | 83.3 | 81.9 | 544 | 3822 | 14095 | - | - | - | -| DLA-34 | 1088x608 | 83.7 | 83.3 | 435 | 3829 | 13764 | - |[下载链接](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml) | +| DLA-34 | 1088x608 | 83.2 | 83.1 | 499 | 3861 | 14223 | - |[下载链接](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml) | ### FairMOT在MOT-16 Test Set上结果 | 骨干网络 | 输入尺寸 | MOTA | IDF1 | IDS | FP | FN | FPS | 下载链接 | 配置文件 | | :--------------| :------- | :----: | :----: | :----: | :----: | :----: |:-------: | :----: | :----: | | DLA-34(paper) | 1088x608 | 74.9 | 72.8 | 1074 | - | - | 25.9 | - | - | -| DLA-34 | 1088x608 | 74.8 | 74.4 | 930 | 7038 | 37994 | - |[下载链接](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml) | +| DLA-34 | 1088x608 | 75.0 | 74.7 | 919 | 7934 | 36747 | - |[下载链接](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/fairmot/fairmot_dla34_30e_1088x608.yml) | **注意:** FairMOT使用2个GPU进行训练，每个GPU上batch size为6，训练30个epoch。 @@ -151,7 +151,7 @@ wget https://dataset.bj.bcebos.com/mot/det_results_dir.zip | 骨干网络 | 输入尺寸 | MOTA | FPS | 下载链接 | 配置文件 | | :--------------| :------- | :-----: | :-----: | :------: | :----: | -| DLA-34 | 1088x608 | 67.9 | - |[下载链接](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608_kitticars.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/kitticars/fairmot_dla34_30e_1088x608_kitticars.yml) | +| DLA-34 | 1088x608 | 53.9 | - |[下载链接](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608_kitticars.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/kitticars/fairmot_dla34_30e_1088x608_kitticars.yml) | ## 数据集准备 diff --git a/configs/mot/kitticars/README_cn.md b/configs/mot/kitticars/README_cn.md index f35ebd945..1b60678cb 100644 --- a/configs/mot/kitticars/README_cn.md +++ b/configs/mot/kitticars/README_cn.md @@ -15,7 +15,7 @@ | 骨干网络 | 输入尺寸 | MOTA | FPS | 下载链接 | 配置文件 | | :--------------| :------- | :-----: | :-----: | :------: | :----: | -| DLA-34 | 1088x608 | 67.9 | - |[下载链接](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608_kitticars.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/kitticars/fairmot_dla34_30e_1088x608_kitticars.yml) | +| DLA-34 | 1088x608 | 53.9 | - |[下载链接](https://paddledet.bj.bcebos.com/models/mot/fairmot_dla34_30e_1088x608_kitticars.pdparams) | [配置文件](https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/mot/kitticars/fairmot_dla34_30e_1088x608_kitticars.yml) | **注意:** FairMOT使用2个GPU进行训练，每个GPU上batch size为6，训练30个epoch。 -- GitLab