From 9c18873a40cb8903c235492eff134f0db359137e Mon Sep 17 00:00:00 2001 From: cuicheng01 Date: Fri, 10 Jun 2022 06:44:50 +0000 Subject: [PATCH] Update person_attribute code and docs --- .../inference_person_attribute.yaml | 32 ++ deploy/configs/inference_attr.yaml | 6 +- .../images/PULC/person_attribute/090004.jpg | Bin 0 -> 2500 bytes .../images/PULC/person_attribute/090007.jpg | Bin 0 -> 2892 bytes deploy/python/postprocess.py | 5 +- deploy/python/predict_cls.py | 2 +- .../PULC/docs/person_attribute_data_demo.png | Bin 0 -> 587878 bytes docs/zh_CN/PULC/PULC_person_attribute.md | 431 ++++++++++++++++++ ...x1_0.yaml => MobileNetV3_small_x0_35.yaml} | 30 +- .../PULC/person_attribute/PPLCNet_x1_0.yaml | 24 +- .../PPLCNet_x1_0_Distillation.yaml | 26 +- .../person_attribute/PPLCNet_x1_0_search.yaml | 24 +- .../Res2Net200_vd_26w_4s.yaml | 29 +- .../SwinTransformer_tiny.yaml | 135 ++++++ ppcls/data/postprocess/__init__.py | 2 +- ppcls/data/postprocess/attr_rec.py | 102 +++++ 16 files changed, 822 insertions(+), 26 deletions(-) create mode 100644 deploy/configs/PULC/person_attribute/inference_person_attribute.yaml create mode 100644 deploy/images/PULC/person_attribute/090004.jpg create mode 100644 deploy/images/PULC/person_attribute/090007.jpg create mode 100644 docs/images/PULC/docs/person_attribute_data_demo.png create mode 100644 docs/zh_CN/PULC/PULC_person_attribute.md rename ppcls/configs/PULC/person_attribute/{MobileNetV3_large_x1_0.yaml => MobileNetV3_small_x0_35.yaml} (75%) create mode 100644 ppcls/configs/PULC/person_attribute/SwinTransformer_tiny.yaml diff --git a/deploy/configs/PULC/person_attribute/inference_person_attribute.yaml b/deploy/configs/PULC/person_attribute/inference_person_attribute.yaml new file mode 100644 index 00000000..d5be2a35 --- /dev/null +++ b/deploy/configs/PULC/person_attribute/inference_person_attribute.yaml @@ -0,0 +1,32 @@ +Global: + infer_imgs: "./images/PULC/person_attribute/090004.jpg" + inference_model_dir: "./models/person_attribute_infer" + batch_size: 1 + use_gpu: True + enable_mkldnn: True + cpu_num_threads: 10 + benchmark: False + use_fp16: False + ir_optim: True + use_tensorrt: False + gpu_mem: 8000 + enable_profile: False + +PreProcess: + transform_ops: + - ResizeImage: + size: [192, 256] + - NormalizeImage: + scale: 1.0/255.0 + mean: [0.485, 0.456, 0.406] + std: [0.229, 0.224, 0.225] + order: '' + channel_num: 3 + - ToCHWImage: + +PostProcess: + main_indicator: PersonAttribute + PersonAttribute: + threshold: 0.5 #default threshold + glasses_threshold: 0.3 #threshold only for glasses + hold_threshold: 0.6 #threshold only for hold diff --git a/deploy/configs/inference_attr.yaml b/deploy/configs/inference_attr.yaml index b49e2af6..88f73db5 100644 --- a/deploy/configs/inference_attr.yaml +++ b/deploy/configs/inference_attr.yaml @@ -25,9 +25,9 @@ PreProcess: - ToCHWImage: PostProcess: - main_indicator: Attribute - Attribute: + main_indicator: PersonAttribute + PersonAttribute: 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zT7NVS!1sEt`eOkXou||XGw$Ks&=?)je~U1+TdBQtGj2PEtitx~E}ZTWSj7?*FJN_An?C*f$n&2NBHm6sGX@=QqVZ4xq87#do+eJ*x>oU zvgxiHN$wcyHe&*{_lWn3mwd>S9wsHSr2^0C$ANo|ZX}PHc@W zi?5q$n!d!^_2^qqg=Pwi-FKFEsU*j0el^8w&u*mRjbyU8_41W+Cu2?oBm3&KTJN9l zp5&c!Dsf7qc?fU1j{8hd<^`?KucHmy7JT4D|E;zXpEa0L7uebLt^n56r)CgKf&V7h5VPJIivj#7bam-5D_l*{~mMq-rN^-fY z(AhXCG{b^FvwEbNO;V1*TeE+-+;FBIf2|>TtQFFUPLh=u9$3+l^EwNI`{9c(TxJs%P3TOeS z5$QidOq7i=zb?Y6$Q9{BkLEtP&yq9nucaa~BjzSWx?E1dbt8RTj}{Q{*`=y}6|$i{ zr;Lcd28$oa2~;!GV`G@Zv>^Y + +## 1. 模型和应用场景介绍 + +该案例提供了用户使用 PaddleClas 的超轻量图像分类方案(PULC,Practical Ultra Lightweight Classification)快速构建轻量级、高精度、可落地的人体属性识别模型。该模型可以广泛应用于行人分析、行人跟踪等场景。 + +下表列出了不同人体属性识别模型的相关指标,前两行展现了使用 SwinTransformer_tiny、Res2Net200_vd_26w_4s 和 MobileNetV3_small_x0_35 作为 backbone 训练得到的模型的相关指标,第三行至第六行依次展现了替换 backbone 为 PPLCNet_x1_0、使用 SSLD 预训练模型、使用 SSLD 预训练模型 + EDA 策略、使用 SSLD 预训练模型 + EDA 策略 + SKL-UGI 知识蒸馏策略训练得到的模型的相关指标。 + + +| 模型 | ma(%) | 延时(ms) | 存储(M) | 策略 | +|-------|-----------|----------|---------------|---------------| +| Res2Net200_vd_26w_4s | 81.25 | 77.51 | 293 | 使用ImageNet预训练模型 | +| SwinTransformer_tiny | 80.17 | 89.51 | 107 | 使用ImageNet预训练模型 | +| MobileNetV3_small_x0_35 | 70.79 | 2.90 | 1.7 | 使用ImageNet预训练模型 | +| PPLCNet_x1_0 | 76.31 | 2.01 | 6.6 | 使用ImageNet预训练模型 | +| PPLCNet_x1_0 | 77.31 | 2.01 | 6.6 | 使用SSLD预训练模型 | +| PPLCNet_x1_0 | 77.71 | 2.01 | 6.6 | 使用SSLD预训练模型+EDA策略| +| PPLCNet_x1_0 | 78.59 | 2.01 | 6.6 | 使用SSLD预训练模型+EDA策略+SKL-UGI知识蒸馏策略| + +从表中可以看出,backbone 为 Res2Net200_vd_26w_4s 和 SwinTransformer_tiny 时精度较高,但是推理速度较慢。将 backbone 替换为轻量级模型 MobileNetV3_small_x0_35 后,速度可以大幅提升,但是精度也大幅下降。将 backbone 替换为 PPLCNet_x1_0 时,精度较 MobileNetV3_small_x0_35 高 5.5%,于此同时,速度更快。在此基础上,使用 SSLD 预训练模型后,在不改变推理速度的前提下,精度可以提升 1%,进一步地,当融合EDA策略后,精度可以再提升 0.4%,最后,在使用 SKL-UGI 知识蒸馏后,精度可以继续提升 0.88%。此时,PPLCNet_x1_0 的精度与 SwinTransformer_tiny 仅相差1.58%,但是速度快 44 倍。关于 PULC 的训练方法和推理部署方法将在下面详细介绍。 + +**备注:** + +* 关于PPLCNet的介绍可以参考[PPLCNet介绍](../models/PP-LCNet.md),相关论文可以查阅[PPLCNet paper](https://arxiv.org/abs/2109.15099)。 + + + + +## 2. 模型快速体验 + + + +## 2. 模型快速体验 + + + +### 2.1 安装 paddleclas + +使用如下命令快速安装 paddlepaddle, paddleclas + +``` +pip3 install paddlepaddle paddleclas +``` + + +### 2.2 预测 + +* 使用命令行快速预测 + +```bash +paddleclas --model_name=person_attribute --infer_imgs=deploy/images/PULC/person_attribute/090004.jpg +``` + +结果如下: +``` +>>> result +待补充 +``` + +**备注**: 更换其他预测的数据时,只需要改变 `--infer_imgs=xx` 中的字段即可,支持传入整个文件夹。 + + +* 在 Python 代码中预测 +```python +import paddleclas +model = paddleclas.PaddleClas(model_name="person_attribute") +result = model.predict(input_data="deploy/images/PULC/person_attribute/090004.jpg") +print(next(result)) +``` + +**备注**:`model.predict()` 为可迭代对象(`generator`),因此需要使用 `next()` 函数或 `for` 循环对其迭代调用。每次调用将以 `batch_size` 为单位进行一次预测,并返回预测结果, 默认 `batch_size` 为 1,如果需要更改 `batch_size`,实例化模型时,需要指定 `batch_size`,如 `model = paddleclas.PaddleClas(model_name="person_exists", batch_size=2)`, 使用默认的代码返回结果示例如下: + +``` +>>> result +待补充 +``` + + + +## 3. 模型训练、评估和预测 + + + +### 3.1 环境配置 + +* 安装:请先参考文档 [环境准备](../installation/install_paddleclas.md) 配置 PaddleClas 运行环境。 + + + +### 3.2 数据准备 + + + +#### 3.2.1 数据集来源 + +本案例中所使用的数据为[pa100k 数据集](https://www.v7labs.com/open-datasets/pa-100k)。 + + + +#### 3.2.2 数据集获取 + +部分数据可视化如下所示。 + +

+ +
+ + +我们将原始数据转换成了 PaddleClas 多标签可读的数据格式,可以从[这里]()下载。 + +进入 PaddleClas 目录。 + +``` +cd path_to_PaddleClas +``` + +进入 `dataset/` 目录,下载并解压有人/无人场景的数据。 + +```shell +cd dataset +wget https://paddleclas.bj.bcebos.com/data/PULC/pa100k.tar +tar -xf pa100k.tar +cd ../ +``` + +执行上述命令后,`dataset/` 下存在 `pa100k` 目录,该目录中具有以下数据: + + +执行上述命令后,`pa100k`目录中具有以下数据: + +``` +pa100k +├── train +│   ├── 000001.jpg +│   ├── 000002.jpg +... +├── val +│   ├── 080001.jpg +│   ├── 080002.jpg +... +├── test +│   ├── 090001.jpg +│   ├── 090002.jpg +... +... +├── train_list.txt +├── train_val_list.txt +├── val_list.txt +├── test_list.txt +``` + +其中`train/`、`val/`、`test/`分别为训练集、验证集和测试集。`train_list.txt`、`val_list.txt`、`test_list.txt`分别为训练集、验证集、测试集的标签文件。在本例子中,`test_list.txt`暂时没有使用。 + + + + +### 3.3 模型训练 + + +在 `ppcls/configs/PULC/person_attribute/PPLCNet_x1_0.yaml` 中提供了基于该场景的训练配置,可以通过如下脚本启动训练: + +```shell +export CUDA_VISIBLE_DEVICES=0,1,2,3 +python3 -m paddle.distributed.launch \ + --gpus="0,1,2,3" \ + tools/train.py \ + -c ./ppcls/configs/PULC/person_attribute/PPLCNet_x1_0.yaml +``` + +验证集的最佳指标在 `90.07%` 左右(数据集较小,一般有0.3%左右的波动)。 + + + + +### 3.4 模型评估 + +训练好模型之后,可以通过以下命令实现对模型指标的评估。 + +```bash +python3 tools/eval.py \ + -c ./ppcls/configs/PULC/person_attribute/PPLCNet_x1_0.yaml \ + -o Global.pretrained_model="output/PPLCNet_x1_0/best_model" +``` + +其中 `-o Global.pretrained_model="output/PPLCNet_x1_0/best_model"` 指定了当前最佳权重所在的路径,如果指定其他权重,只需替换对应的路径即可。 + + + +### 3.5 模型预测 + +模型训练完成之后,可以加载训练得到的预训练模型,进行模型预测。在模型库的 `tools/infer.py` 中提供了完整的示例,只需执行下述命令即可完成模型预测: + +```bash +python3 tools/infer.py \ + -c ./ppcls/configs/PULC/person_attribute/PPLCNet_x1_0.yaml \ + -o Global.pretrained_model=output/PPLCNet_x1_0/best_model +``` + +输出结果如下: + +``` +[{'attributes': ['Male', 'Age18-60', 'Back', 'Glasses: False', 'Hat: False', 'HoldObjectsInFront: False', 'Backpack', 'Upper: LongSleeve UpperPlaid', 'Lower: Trousers', 'No boots'], 'output': [0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1]}] +``` + +**备注:** + +* 这里`-o Global.pretrained_model="output/PPLCNet_x1_0/best_model"` 指定了当前最佳权重所在的路径,如果指定其他权重,只需替换对应的路径即可。 + +* 默认是对 `deploy/images/PULC/person_attribute/090004.jpg` 进行预测,此处也可以通过增加字段 `-o Infer.infer_imgs=xxx` 对其他图片预测。 + + + +## 4. 模型压缩 + + + +### 4.1 SKL-UGI 知识蒸馏 + +SKL-UGI 知识蒸馏是 PaddleClas 提出的一种简单有效的知识蒸馏方法,关于该方法的介绍,可以参考[SKL-UGI 知识蒸馏](@ruoyu)。 + + + +#### 4.1.1 教师模型训练 + +复用 `ppcls/configs/PULC/person_attribute/PPLCNet_x1_0.yaml` 中的超参数,训练教师模型,训练脚本如下: + +```shell +export CUDA_VISIBLE_DEVICES=0,1,2,3 +python3 -m paddle.distributed.launch \ + --gpus="0,1,2,3" \ + tools/train.py \ + -c ./ppcls/configs/PULC/person_attribute/PPLCNet_x1_0.yaml \ + -o Arch.name=ResNet101_vd +``` + +验证集的最佳指标为 `80.10%` 左右,当前教师模型最好的权重保存在 `output/ResNet101_vd/best_model.pdparams`。 + + + +#### 4.1.2 蒸馏训练 + +配置文件`ppcls/configs/PULC/person_attribute/PPLCNet_x1_0_Distillation.yaml`提供了`SKL-UGI知识蒸馏策略`的配置。该配置将`ResNet101_vd`当作教师模型,`PPLCNet_x1_0`当作学生模型。训练脚本如下: + +```shell +export CUDA_VISIBLE_DEVICES=0,1,2,3 +python3 -m paddle.distributed.launch \ + --gpus="0,1,2,3" \ + tools/train.py \ + -c ./ppcls/configs/PULC/person_attribute/PPLCNet_x1_0_Distillation.yaml \ + -o Arch.models.0.Teacher.pretrained=output/ResNet101_vd/best_model +``` + +验证集的最佳指标为 `78.5%` 左右,当前模型最好的权重保存在 `output/DistillationModel/best_model_student.pdparams`。 + + + + +## 5. 超参搜索 + +在 [3.2 节](#3.2)和 [4.1 节](#4.1)所使用的超参数是根据 PaddleClas 提供的 `SHAS 超参数搜索策略` 搜索得到的,如果希望在自己的数据集上得到更好的结果,可以参考[SHAS 超参数搜索策略](#TODO)来获得更好的训练超参数。 + +**备注:** 此部分内容是可选内容,搜索过程需要较长的时间,您可以根据自己的硬件情况来选择执行。如果没有更换数据集,可以忽略此节内容。 + + + +## 6. 模型推理部署 + + + +### 6.1 推理模型准备 + +Paddle Inference 是飞桨的原生推理库, 作用于服务器端和云端,提供高性能的推理能力。相比于直接基于预训练模型进行预测,Paddle Inference可使用MKLDNN、CUDNN、TensorRT 进行预测加速,从而实现更优的推理性能。更多关于Paddle Inference推理引擎的介绍,可以参考[Paddle Inference官网教程](https://www.paddlepaddle.org.cn/documentation/docs/zh/guides/infer/inference/inference_cn.html)。 + +当使用 Paddle Inference 推理时,加载的模型类型为 inference 模型。本案例提供了两种获得 inference 模型的方法,如果希望得到和文档相同的结果,请选择[直接下载 inference 模型](#6.1.2)的方式。 + + + +### 6.1.1 基于训练得到的权重导出 inference 模型 + +此处,我们提供了将权重和模型转换的脚本,执行该脚本可以得到对应的 inference 模型: + +```bash +python3 tools/export_model.py \ + -c ./ppcls/configs/PULC/person_attribute/PPLCNet_x1_0.yaml \ + -o Global.pretrained_model=output/DistillationModel/best_model_student \ + -o Global.save_inference_dir=deploy/models/PPLCNet_x1_0_person_attribute_infer +``` +执行完该脚本后会在 `deploy/models/` 下生成 `PPLCNet_x1_0_person_attribute_infer` 文件夹,`models` 文件夹下应有如下文件结构: + +``` +├── PPLCNet_x1_0_person_attribute_infer +│ ├── inference.pdiparams +│ ├── inference.pdiparams.info +│ └── inference.pdmodel +``` + +**备注:** 此处的最佳权重是经过知识蒸馏后的权重路径,如果没有执行知识蒸馏的步骤,最佳模型保存在`output/PPLCNet_x1_0/best_model.pdparams`中。 + + + +### 6.1.2 直接下载 inference 模型 + +[6.1.1 小节](#6.1.1)提供了导出 inference 模型的方法,此处也提供了该场景可以下载的 inference 模型,可以直接下载体验。 + +``` +cd deploy/models +# 下载 inference 模型并解压 +wget https://paddleclas.bj.bcebos.com/models/PULC/person_attribute_infer.tar && tar -xf person_attribute_infer.tar +``` + +解压完毕后,`models` 文件夹下应有如下文件结构: + +``` +├── person_attribute_infer +│ ├── inference.pdiparams +│ ├── inference.pdiparams.info +│ └── inference.pdmodel +``` + + + +### 6.2 基于 Python 预测引擎推理 + + + + +#### 6.2.1 预测单张图像 + +返回 `deploy` 目录: + +``` +cd ../ +``` + +运行下面的命令,对图像 `./images/PULC/person_attribute/090004.jpg` 进行车辆属性识别。 + +```shell +# 使用下面的命令使用 GPU 进行预测 +python3.7 python/predict_cls.py -c configs/PULC/person_attribute/inference_person_attribute.yaml -o Global.use_gpu=True +# 使用下面的命令使用 CPU 进行预测 +python3.7 python/predict_cls.py -c configs/PULC/person_attribute/inference_person_attribute.yaml -o Global.use_gpu=False +``` + +输出结果如下。 + +``` +090004.jpg: {'attributes': ['Male', 'Age18-60', 'Back', 'Glasses: False', 'Hat: False', 'HoldObjectsInFront: False', 'Backpack', 'Upper: LongSleeve UpperPlaid', 'Lower: Trousers', 'No boots'], 'output': [0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1]} +``` + + + +#### 6.2.2 基于文件夹的批量预测 + +如果希望预测文件夹内的图像,可以直接修改配置文件中的 `Global.infer_imgs` 字段,也可以通过下面的 `-o` 参数修改对应的配置。 + +```shell +# 使用下面的命令使用 GPU 进行预测,如果希望使用 CPU 预测,可以在命令后面添加 -o Global.use_gpu=False +python3.7 python/predict_cls.py -c configs/PULC/person_attribute/inference_person_attribute.yaml -o Global.infer_imgs="./images/PULC/person_attribute/" +``` + +终端中会输出该文件夹内所有图像的属性识别结果,如下所示。 + +``` +090004.jpg: {'attributes': ['Male', 'Age18-60', 'Back', 'Glasses: False', 'Hat: False', 'HoldObjectsInFront: False', 'Backpack', 'Upper: LongSleeve UpperPlaid', 'Lower: Trousers', 'No boots'], 'output': [0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1]} +090007.jpg: {'attributes': ['Female', 'Age18-60', 'Side', 'Glasses: False', 'Hat: False', 'HoldObjectsInFront: False', 'No bag', 'Upper: ShortSleeve', 'Lower: Skirt&Dress', 'No boots'], 'output': [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 0]} +``` + + + +### 6.3 基于 C++ 预测引擎推理 + +PaddleClas 提供了基于 C++ 预测引擎推理的示例,您可以参考[服务器端 C++ 预测](../inference_deployment/cpp_deploy.md)来完成相应的推理部署。如果您使用的是 Windows 平台,可以参考[基于 Visual Studio 2019 Community CMake 编译指南](../inference_deployment/cpp_deploy_on_windows.md)完成相应的预测库编译和模型预测工作。 + + + +### 6.4 服务化部署 + +Paddle Serving 提供高性能、灵活易用的工业级在线推理服务。Paddle Serving 支持 RESTful、gRPC、bRPC 等多种协议,提供多种异构硬件和多种操作系统环境下推理解决方案。更多关于Paddle Serving 的介绍,可以参考[Paddle Serving 代码仓库](https://github.com/PaddlePaddle/Serving)。 + +PaddleClas 提供了基于 Paddle Serving 来完成模型服务化部署的示例,您可以参考[模型服务化部署](../inference_deployment/paddle_serving_deploy.md)来完成相应的部署工作。 + + + +### 6.5 端侧部署 + +Paddle Lite 是一个高性能、轻量级、灵活性强且易于扩展的深度学习推理框架,定位于支持包括移动端、嵌入式以及服务器端在内的多硬件平台。更多关于 Paddle Lite 的介绍,可以参考[Paddle Lite 代码仓库](https://github.com/PaddlePaddle/Paddle-Lite)。 + +PaddleClas 提供了基于 Paddle Lite 来完成模型端侧部署的示例,您可以参考[端侧部署](../inference_deployment/paddle_lite_deploy.md)来完成相应的部署工作。 + + + +### 6.6 Paddle2ONNX 模型转换与预测 + +Paddle2ONNX 支持将 PaddlePaddle 模型格式转化到 ONNX 模型格式。通过 ONNX 可以完成将 Paddle 模型到多种推理引擎的部署,包括TensorRT/OpenVINO/MNN/TNN/NCNN,以及其它对 ONNX 开源格式进行支持的推理引擎或硬件。更多关于 Paddle2ONNX 的介绍,可以参考[Paddle2ONNX 代码仓库](https://github.com/PaddlePaddle/Paddle2ONNX)。 + +PaddleClas 提供了基于 Paddle2ONNX 来完成 inference 模型转换 ONNX 模型并作推理预测的示例,您可以参考[Paddle2ONNX 模型转换与预测](@shuilong)来完成相应的部署工作。 diff --git a/ppcls/configs/PULC/person_attribute/MobileNetV3_large_x1_0.yaml b/ppcls/configs/PULC/person_attribute/MobileNetV3_small_x0_35.yaml similarity index 75% rename from ppcls/configs/PULC/person_attribute/MobileNetV3_large_x1_0.yaml rename to ppcls/configs/PULC/person_attribute/MobileNetV3_small_x0_35.yaml index 84d21e6e..94b44383 100644 --- a/ppcls/configs/PULC/person_attribute/MobileNetV3_large_x1_0.yaml +++ b/ppcls/configs/PULC/person_attribute/MobileNetV3_small_x0_35.yaml @@ -4,11 +4,11 @@ Global: pretrained_model: null output_dir: "./output/" device: "gpu" - save_interval: 5 + save_interval: 1 eval_during_train: True eval_interval: 1 epochs: 20 - print_batch_step: 20 + print_batch_step: 10 use_visualdl: False # used for static mode and model export image_shape: [3, 256, 192] @@ -17,7 +17,7 @@ Global: # model architecture Arch: - name: "MobileNetV3_large_x1_0" + name: "MobileNetV3_small_x0_35" pretrained: True class_num: 26 @@ -52,7 +52,7 @@ DataLoader: dataset: name: MultiLabelDataset image_root: "dataset/pa100k/" - cls_label_path: "dataset/pa100k/train_val_list.txt" + cls_label_path: "dataset/pa100k/train_list.txt" label_ratio: True transform_ops: - DecodeImage: @@ -85,7 +85,7 @@ DataLoader: dataset: name: MultiLabelDataset image_root: "dataset/pa100k/" - cls_label_path: "dataset/pa100k/test_list.txt" + cls_label_path: "dataset/pa100k/val_list.txt" label_ratio: True transform_ops: - DecodeImage: @@ -107,6 +107,26 @@ DataLoader: num_workers: 4 use_shared_memory: True +Infer: + infer_imgs: deploy/images/PULC/person_attribute/090004.jpg + batch_size: 10 + transforms: + - DecodeImage: + to_rgb: True + channel_first: False + - ResizeImage: + size: [192, 256] + - NormalizeImage: + scale: 1.0/255.0 + mean: [0.485, 0.456, 0.406] + std: [0.229, 0.224, 0.225] + order: '' + - ToCHWImage: + PostProcess: + name: PersonAttribute + threshold: 0.5 #default threshold + glasses_threshold: 0.3 #threshold only for glasses + hold_threshold: 0.6 #threshold only for hold Metric: Eval: diff --git a/ppcls/configs/PULC/person_attribute/PPLCNet_x1_0.yaml b/ppcls/configs/PULC/person_attribute/PPLCNet_x1_0.yaml index 13e468a3..b042ad75 100644 --- a/ppcls/configs/PULC/person_attribute/PPLCNet_x1_0.yaml +++ b/ppcls/configs/PULC/person_attribute/PPLCNet_x1_0.yaml @@ -53,7 +53,7 @@ DataLoader: dataset: name: MultiLabelDataset image_root: "dataset/pa100k/" - cls_label_path: "dataset/pa100k/train_val_list.txt" + cls_label_path: "dataset/pa100k/train_list.txt" label_ratio: True transform_ops: - DecodeImage: @@ -99,7 +99,7 @@ DataLoader: dataset: name: MultiLabelDataset image_root: "dataset/pa100k/" - cls_label_path: "dataset/pa100k/test_list.txt" + cls_label_path: "dataset/pa100k/val_list.txt" label_ratio: True transform_ops: - DecodeImage: @@ -121,6 +121,26 @@ DataLoader: num_workers: 4 use_shared_memory: True +Infer: + infer_imgs: deploy/images/PULC/person_attribute/090004.jpg + batch_size: 10 + transforms: + - DecodeImage: + to_rgb: True + channel_first: False + - ResizeImage: + size: [192, 256] + - NormalizeImage: + scale: 1.0/255.0 + mean: [0.485, 0.456, 0.406] + std: [0.229, 0.224, 0.225] + order: '' + - ToCHWImage: + PostProcess: + name: PersonAttribute + threshold: 0.5 #default threshold + glasses_threshold: 0.3 #threshold only for glasses + hold_threshold: 0.6 #threshold only for hold Metric: Eval: diff --git a/ppcls/configs/PULC/person_attribute/PPLCNet_x1_0_Distillation.yaml b/ppcls/configs/PULC/person_attribute/PPLCNet_x1_0_Distillation.yaml index 3dc4b767..bd650348 100644 --- a/ppcls/configs/PULC/person_attribute/PPLCNet_x1_0_Distillation.yaml +++ b/ppcls/configs/PULC/person_attribute/PPLCNet_x1_0_Distillation.yaml @@ -72,14 +72,13 @@ Optimizer: coeff: 0.0005 -# data loader for train and eval # data loader for train and eval DataLoader: Train: dataset: name: MultiLabelDataset image_root: "dataset/pa100k/" - cls_label_path: "dataset/pa100k/train_val_list.txt" + cls_label_path: "dataset/pa100k/train_list.txt" label_ratio: True transform_ops: - DecodeImage: @@ -125,7 +124,7 @@ DataLoader: dataset: name: MultiLabelDataset image_root: "dataset/pa100k/" - cls_label_path: "dataset/pa100k/test_list.txt" + cls_label_path: "dataset/pa100k/val_list.txt" label_ratio: True transform_ops: - DecodeImage: @@ -147,7 +146,26 @@ DataLoader: num_workers: 4 use_shared_memory: True - +Infer: + infer_imgs: deploy/images/PULC/person_attribute/090004.jpg + batch_size: 10 + transforms: + - DecodeImage: + to_rgb: True + channel_first: False + - ResizeImage: + size: [192, 256] + - NormalizeImage: + scale: 1.0/255.0 + mean: [0.485, 0.456, 0.406] + std: [0.229, 0.224, 0.225] + order: '' + - ToCHWImage: + PostProcess: + name: PersonAttribute + threshold: 0.5 #default threshold + glasses_threshold: 0.3 #threshold only for glasses + hold_threshold: 0.6 #threshold only for hold Metric: Eval: diff --git a/ppcls/configs/PULC/person_attribute/PPLCNet_x1_0_search.yaml b/ppcls/configs/PULC/person_attribute/PPLCNet_x1_0_search.yaml index d575f532..8f6b0d7f 100644 --- a/ppcls/configs/PULC/person_attribute/PPLCNet_x1_0_search.yaml +++ b/ppcls/configs/PULC/person_attribute/PPLCNet_x1_0_search.yaml @@ -53,7 +53,7 @@ DataLoader: dataset: name: MultiLabelDataset image_root: "dataset/pa100k/" - cls_label_path: "dataset/pa100k/train_val_list.txt" + cls_label_path: "dataset/pa100k/train_list.txt" label_ratio: True transform_ops: - DecodeImage: @@ -99,7 +99,7 @@ DataLoader: dataset: name: MultiLabelDataset image_root: "dataset/pa100k" - cls_label_path: "dataset/pa100k/test_list.txt" + cls_label_path: "dataset/pa100k/val_list.txt" label_ratio: True transform_ops: - DecodeImage: @@ -121,6 +121,26 @@ DataLoader: num_workers: 4 use_shared_memory: True +Infer: + infer_imgs: deploy/images/PULC/person_attribute/090004.jpg + batch_size: 10 + transforms: + - DecodeImage: + to_rgb: True + channel_first: False + - ResizeImage: + size: [192, 256] + - NormalizeImage: + scale: 1.0/255.0 + mean: [0.485, 0.456, 0.406] + std: [0.229, 0.224, 0.225] + order: '' + - ToCHWImage: + PostProcess: + name: PersonAttribute + threshold: 0.5 #default threshold + glasses_threshold: 0.3 #threshold only for glasses + hold_threshold: 0.6 #threshold only for hold Metric: Eval: diff --git a/ppcls/configs/PULC/person_attribute/Res2Net200_vd_26w_4s.yaml b/ppcls/configs/PULC/person_attribute/Res2Net200_vd_26w_4s.yaml index a94a2a47..4f7dc273 100644 --- a/ppcls/configs/PULC/person_attribute/Res2Net200_vd_26w_4s.yaml +++ b/ppcls/configs/PULC/person_attribute/Res2Net200_vd_26w_4s.yaml @@ -4,11 +4,11 @@ Global: pretrained_model: null output_dir: "./output/" device: "gpu" - save_interval: 5 + save_interval: 1 eval_during_train: True eval_interval: 1 epochs: 20 - print_batch_step: 20 + print_batch_step: 10 use_visualdl: False # used for static mode and model export image_shape: [3, 256, 192] @@ -44,7 +44,6 @@ Optimizer: regularizer: name: 'L2' coeff: 0.0005 - #clip_norm: 10 # data loader for train and eval DataLoader: @@ -52,7 +51,7 @@ DataLoader: dataset: name: MultiLabelDataset image_root: "dataset/pa100k/" - cls_label_path: "dataset/pa100k/train_val_list.txt" + cls_label_path: "dataset/pa100k/train_list.txt" label_ratio: True transform_ops: - DecodeImage: @@ -85,7 +84,7 @@ DataLoader: dataset: name: MultiLabelDataset image_root: "dataset/pa100k/" - cls_label_path: "dataset/pa100k/test_list.txt" + cls_label_path: "dataset/pa100k/val_list.txt" label_ratio: True transform_ops: - DecodeImage: @@ -107,6 +106,26 @@ DataLoader: num_workers: 4 use_shared_memory: True +Infer: + infer_imgs: deploy/images/PULC/person_attribute/090004.jpg + batch_size: 10 + transforms: + - DecodeImage: + to_rgb: True + channel_first: False + - ResizeImage: + size: [192, 256] + - NormalizeImage: + scale: 1.0/255.0 + mean: [0.485, 0.456, 0.406] + std: [0.229, 0.224, 0.225] + order: '' + - ToCHWImage: + PostProcess: + name: PersonAttribute + threshold: 0.5 #default threshold + glasses_threshold: 0.3 #threshold only for glasses + hold_threshold: 0.6 #threshold only for hold Metric: Eval: diff --git a/ppcls/configs/PULC/person_attribute/SwinTransformer_tiny.yaml b/ppcls/configs/PULC/person_attribute/SwinTransformer_tiny.yaml new file mode 100644 index 00000000..36c3d6aa --- /dev/null +++ b/ppcls/configs/PULC/person_attribute/SwinTransformer_tiny.yaml @@ -0,0 +1,135 @@ +# global configs +Global: + checkpoints: null + pretrained_model: null + output_dir: "./output/" + device: "gpu" + save_interval: 1 + eval_during_train: True + eval_interval: 1 + epochs: 20 + print_batch_step: 10 + use_visualdl: False + # used for static mode and model export + image_shape: [3, 224, 224] + save_inference_dir: "./inference" + use_multilabel: True + +# model architecture +Arch: + name: "SwinTransformer_tiny_patch4_window7_224" + pretrained: True + class_num: 26 + +# loss function config for traing/eval process +Loss: + Train: + - MultiLabelLoss: + weight: 1.0 + weight_ratio: True + size_sum: True + Eval: + - MultiLabelLoss: + weight: 1.0 + weight_ratio: True + size_sum: True + +Optimizer: + name: Momentum + momentum: 0.9 + lr: + name: Cosine + learning_rate: 0.01 + warmup_epoch: 5 + regularizer: + name: 'L2' + coeff: 0.0005 + #clip_norm: 10 + +# data loader for train and eval +DataLoader: + Train: + dataset: + name: MultiLabelDataset + image_root: "dataset/pa100k/" + cls_label_path: "dataset/pa100k/train_list.txt" + label_ratio: True + transform_ops: + - DecodeImage: + to_rgb: True + channel_first: False + - ResizeImage: + size: [224, 224] + - Padv2: + size: [244, 244] + pad_mode: 1 + fill_value: 0 + - RandomCropImage: + size: [224, 224] + - RandFlipImage: + flip_code: 1 + - NormalizeImage: + scale: 1.0/255.0 + mean: [0.485, 0.456, 0.406] + std: [0.229, 0.224, 0.225] + order: '' + sampler: + name: DistributedBatchSampler + batch_size: 64 + drop_last: True + shuffle: True + loader: + num_workers: 4 + use_shared_memory: True + Eval: + dataset: + name: MultiLabelDataset + image_root: "dataset/pa100k/" + cls_label_path: "dataset/pa100k/val_list.txt" + label_ratio: True + transform_ops: + - DecodeImage: + to_rgb: True + channel_first: False + - ResizeImage: + size: [224, 224] + - NormalizeImage: + scale: 1.0/255.0 + mean: [0.485, 0.456, 0.406] + std: [0.229, 0.224, 0.225] + order: '' + sampler: + name: DistributedBatchSampler + batch_size: 64 + drop_last: False + shuffle: False + loader: + num_workers: 4 + use_shared_memory: True + +Infer: + infer_imgs: deploy/images/PULC/person_attribute/090004.jpg + batch_size: 10 + transforms: + - DecodeImage: + to_rgb: True + channel_first: False + - ResizeImage: + size: [224, 224] + - NormalizeImage: + scale: 1.0/255.0 + mean: [0.485, 0.456, 0.406] + std: [0.229, 0.224, 0.225] + order: '' + - ToCHWImage: + PostProcess: + name: PersonAttribute + threshold: 0.5 #default threshold + glasses_threshold: 0.3 #threshold only for glasses + hold_threshold: 0.6 #threshold only for hold + +Metric: + Eval: + - ATTRMetric: + + diff --git a/ppcls/data/postprocess/__init__.py b/ppcls/data/postprocess/__init__.py index eafcf3f0..6b8b7730 100644 --- a/ppcls/data/postprocess/__init__.py +++ b/ppcls/data/postprocess/__init__.py @@ -18,7 +18,7 @@ from . import topk, threshoutput from .topk import Topk, MultiLabelTopk from .threshoutput import ThreshOutput -from .attr_rec import VehicleAttribute +from .attr_rec import VehicleAttribute, PersonAttribute def build_postprocess(config): diff --git a/ppcls/data/postprocess/attr_rec.py b/ppcls/data/postprocess/attr_rec.py index cf0f7a59..a8d49250 100644 --- a/ppcls/data/postprocess/attr_rec.py +++ b/ppcls/data/postprocess/attr_rec.py @@ -69,3 +69,105 @@ class VehicleAttribute(object): "file_name": file_names[idx] }) return batch_res + + + +class PersonAttribute(object): + def __init__(self, + threshold=0.5, + glasses_threshold=0.3, + hold_threshold=0.6): + self.threshold = threshold + self.glasses_threshold = glasses_threshold + self.hold_threshold = hold_threshold + + def __call__(self, x, file_names=None): + if isinstance(x, dict): + x = x['logits'] + assert isinstance(x, paddle.Tensor) + if file_names is not None: + assert x.shape[0] == len(file_names) + x = F.sigmoid(x).numpy() + + # postprocess output of predictor + age_list = ['AgeLess18', 'Age18-60', 'AgeOver60'] + direct_list = ['Front', 'Side', 'Back'] + bag_list = ['HandBag', 'ShoulderBag', 'Backpack'] + upper_list = ['UpperStride', 'UpperLogo', 'UpperPlaid', 'UpperSplice'] + lower_list = [ + 'LowerStripe', 'LowerPattern', 'LongCoat', 'Trousers', 'Shorts', + 'Skirt&Dress' + ] + batch_res = [] + for idx, res in enumerate(x): + res = res.tolist() + label_res = [] + # gender + gender = 'Female' if res[22] > self.threshold else 'Male' + label_res.append(gender) + # age + age = age_list[np.argmax(res[19:22])] + label_res.append(age) + # direction + direction = direct_list[np.argmax(res[23:])] + label_res.append(direction) + # glasses + glasses = 'Glasses: ' + if res[1] > self.glasses_threshold: + glasses += 'True' + else: + glasses += 'False' + label_res.append(glasses) + # hat + hat = 'Hat: ' + if res[0] > self.threshold: + hat += 'True' + else: + hat += 'False' + label_res.append(hat) + # hold obj + hold_obj = 'HoldObjectsInFront: ' + if res[18] > self.hold_threshold: + hold_obj += 'True' + else: + hold_obj += 'False' + label_res.append(hold_obj) + # bag + bag = bag_list[np.argmax(res[15:18])] + bag_score = res[15 + np.argmax(res[15:18])] + bag_label = bag if bag_score > self.threshold else 'No bag' + label_res.append(bag_label) + # upper + upper_res = res[4:8] + upper_label = 'Upper:' + sleeve = 'LongSleeve' if res[3] > res[2] else 'ShortSleeve' + upper_label += ' {}'.format(sleeve) + for i, r in enumerate(upper_res): + if r > self.threshold: + upper_label += ' {}'.format(upper_list[i]) + label_res.append(upper_label) + # lower + lower_res = res[8:14] + lower_label = 'Lower: ' + has_lower = False + for i, l in enumerate(lower_res): + if l > self.threshold: + lower_label += ' {}'.format(lower_list[i]) + has_lower = True + if not has_lower: + lower_label += ' {}'.format(lower_list[np.argmax(lower_res)]) + + label_res.append(lower_label) + # shoe + shoe = 'Boots' if res[14] > self.threshold else 'No boots' + label_res.append(shoe) + + threshold_list = [0.5] * len(res) + threshold_list[1] = self.glasses_threshold + threshold_list[18] = self.hold_threshold + pred_res = (np.array(res) > np.array(threshold_list) + ).astype(np.int8).tolist() + + batch_res.append({"attributes": label_res, "output": pred_res}) + return batch_res + -- GitLab

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