From 39a3226b7d6077e482399e2049110e170a9e2cf4 Mon Sep 17 00:00:00 2001 From: Ssayhi_w Date: Wed, 4 Dec 2024 14:55:44 +0800 Subject: [PATCH 01/16] =?UTF-8?q?IAT=E9=80=82=E9=85=8D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- contrib/IAT/README.md | 236 +++++++++------------------------------- contrib/IAT/main.py | 5 +- contrib/IAT/pth2onnx.py | 56 ---------- 3 files changed, 51 insertions(+), 246 deletions(-) delete mode 100644 contrib/IAT/pth2onnx.py diff --git a/contrib/IAT/README.md b/contrib/IAT/README.md index efb46e807..5c0c602e1 100644 --- a/contrib/IAT/README.md +++ b/contrib/IAT/README.md @@ -1,237 +1,99 @@ # MindX SDK -- RGB图像的夜间增强参考设计 -## 1 介绍 -基于 MindX SDK 实现 IAT 模型的推理,在 LOL 数据集上达到 $PSNR\ge$23, $SSIM\ge 0.8$, 并把可视化结果保存到本地,达到预期的功能和精度要求。 - -### 1.1 支持的产品 - -支持昇腾310芯片 - -### 1.2 支持的版本 - -支持的SDK版本,列出版本号查询方式。 - -eg:版本号查询方法,在Atlas产品环境下,运行命令: - -``` -npu-smi info -``` - -版本号为Mind SDK 3.0RC3 - -### 1.3 软件方案介绍 - -本方案中,将 PyTorch 版本的低光图像增强模型 [IAT](https://github.com/cuiziteng/illumination-adaptive-transformer),转化为昇腾的om模型。对于输入的夜间低照度图像,通过调用昇腾om模型进行处理,最终生成经过低光增强后的图像。 - - - -### 1.4 代码目录结构与说明 - -eg:本sample工程名称为XXX,工程目录如下图所示: - -``` -├── images # README图片文件夹 -├── data # 推理图片文件夹 - ├──.keepme -├── models # 模型文件夹 - ├──.keepme -├── main.py # 推理文件 -├── pth2onnx.py # 模型转换文件 -└── README.md - -``` - -### 1.5 技术实现流程图 +## 1、 介绍 -![技术实现流程图](images/技术路线.jpeg) - -### 1.6 特性及适用场景 - -对于夜间图像、低照度图像的增强均使用 +### 1.1 简介 +基于 MindX SDK 实现 IAT 模型的推理,在 LOL 数据集上达到 $PSNR\ge$23, $SSIM\ge 0.8$, 并把可视化结果保存到本地,达到预期的功能和精度要求。 +### 1.2 支持的产品 +本项目支持昇腾Atlas 300I pro、 Atlas300V pro -## 2 环境依赖 +### 1.3 支持的版本 -请列出环境依赖软件和版本。 +本样例配套的MxVision版本、CANN版本、Driver/Firmware版本如下所示: +| MxVision版本 | CANN版本 | Driver/Firmware版本 | +| --------- | ------------------ | -------------- | +| 6.0.RC3 | 8.0.RC3 | 24.1.RC3 | -eg:推荐系统为ubuntu 18.04或centos 7.6,环境依赖软件和版本如下表: +### 1.4 三方依赖 | 软件名称 | 版本 | | ------------- | ---------------- | -| ubuntu | 18.04.1 LTS | -| MindX SDK | mxVision-3.0.RC3 | -| Python | 3.9.2 | -| CANN | 5.1.RC2.alpha008 | -| numpy | 1.22.3 | -| opencv-python | 4.5.5 | -| onnxsim | 0.4.10 | +| numpy | 1.24.0 | +| opencv-python | 4.10.0.84 | +| timm | 0.4.10 | +| torch | 0.4.10 | -在编译运行项目前,需要设置环境变量: - -- 环境变量介绍 -``` -列出具体执行命令(简化) -. ${sdk_path}/set_env.sh -. ${ascend_toolkit_path}/set_env.sh -``` - - - -## 3 编译与运行 -### 3.1 推理示例代码 - -**步骤1** (下载原模型代码) - -- 下载 PyTorch 版本 [IAT代码](https://github.com/cuiziteng/illumination-adaptive-transformer) - -- 根据原模型目录下的README.md文件配置原模型环境,具体代码如下: - - ``` - $ conda create -n IAT python==3.7.0 - $ conda activate IAT - $ conda install --yes -c pytorch pytorch=1.7.1 torchvision cudatoolkit=11.0 - $ pip install timm matplotlib IQA_pytorch tqdm - ``` - - -**步骤2** (配置项目环境) - -退出原模型环境,根据第2节环境依赖所述安装相应的项目环境,并设置环境变量。 - -``` -source ${sdk_path}/set_env.sh -source ${ascend_toolkit_path}/set_env.sh -``` +## 2、 设置环境变量 -**步骤3** (执行编译的步骤) - -​ 1.pytorch 模型转换 onnx 文件 - -​ 将 `pth2onnx.py` 放到 Illumination-Adaptive_Transformer/IAT_enhance/项目目录下,并切换到原模型环境,运行: +在编译运行项目前,需要设置环境变量: -``` -python pth2onnx.py +```bash +. /usr/local/Ascend/ascend-toolkit/set_env.sh #toolkit默认安装路径,根据实际安装路径修改 +. ${SDK_INSTALL_PATH}/mxVision/set_env.sh #sdk安装路径,根据实际安装路径修改 ``` -​ 在该目录下会生成名为IAT_lol.onnx的onnx模型文件 -​ 2.简化 onnx 文件 +## 3、 准备模型 -​ 在上述目录下继续运行: +**步骤1** -``` -onnxsim IAT_lol.onnx IAT_lol-sim.onnx -``` +本文提供已转换好的onnx模型:[IAT_lol-sim.onnx](https://mindx.sdk.obs.cn-north-4.myhuaweicloud.com/mindxsdk-referenceapps%20/contrib/IAT/IAT_lol-sim.onnx) +下载后放到项目目录的models文件夹 -​ 会在路径下生成简化后的IAT_lol-sim.onnx模型文件 - -​ 已经简化好的onnx模型可供参考:[IAT_lol-sim.onnx](https://mindx.sdk.obs.cn-north-4.myhuaweicloud.com/mindxsdk-referenceapps%20/contrib/IAT/IAT_lol-sim.onnx) - -​ 3.onnx 文件转换 om 文件 - -​ 将环境从原模型环境切换到当前项目环境,然后运行: +**步骤2** +将模型转换为om模型,在models目录下,执行以下命令生成om模型 ``` -atc --framework=5 --model=./IAT_lol-sim.onnx --input_shape="input_1:1,3,400,600" --output=IAT_lol-sim --soc_version=Ascend310 +atc --framework=5 --model=./IAT_lol-sim.onnx --input_shape="input_1:1,3,400,600" --output=IAT_lol-sim --soc_version=Ascend310P3 ``` +执行完模型转换脚本后,会生成相应的IAT_lol-sim.om模型文件。 执行后终端输出为(模型转换时出现的warn日志可忽略): -**步骤4** (运行及输出结果) - -将要推理的图片放到本项目./data/文件夹下, 并将其改为test.png, 将.om模型放到./models/文件夹下, 命名为iatsim.om。运行: - +```bash +ATC start working now, please wait for a moment. +ATC run success, welcome to the next use. ``` -python main.py -``` - -即可在./data/目录下得到推理后的结果. - +## 4、 运行 +### 3.1 推理示例代码 -## * 4 指标验证 - -### 4.1 模型规模测试 +**步骤1** -模型计算量测试需要利用python相关的模型测试工具 fvcore, 在原模型环境中可以使用以下命令进行安装: +将要推理的test.png图片放到本项目./data/文件夹下,执行以下命令: ``` -pip install fvcore +python3 main.py ``` -利用fvcore的相关工具即可测得IAT模型的计算量,测试方法代码如下: - -```python -def evaluate_net(): - from model.IAT_main import IAT - from fvcore.nn import FlopCountAnalysis - - # 创建IAT网络 - model = IAT() - model = model.cuda() - # 创建输入网络的tensor - tensor = torch.rand(1, 3, 400, 600).cuda() - - # 分析FLOPs - flops = FlopCountAnalysis(model, tensor) - print("FLOPs: ", flops.total()) -``` - -测试结果如下: - -![模型计算量](images/模型规模测试.jpeg) - -根据[IAT论文](https://github.com/cuiziteng/illumination-adaptive-transformer)所述,该模型参数量约为90K,通过测试得到计算量约为6.019GFLOPs。 - +即可在./data/目录下得到推理后的结果result.png文件. +**步骤2** 精度测试 -### 4.2 精度测试 +下载LOLv1数据集,在[论文地址](https://daooshee.github.io/BMVC2018website/)Download Links章节下载LOL数据集。 +将数据集解压后将测试集目录(eval15)放到本项目./data/文件夹下,如下图所示: -**步骤1-3** 与3.1节一致 - -**步骤4** (获取LOL数据集) - -- 下载[LOLv1数据集](https://daooshee.github.io/BMVC2018website/) - -- 将数据集解压后将测试集目录(eval15)放到本项目./data/文件夹下,如下图所示: - - ``` +``` ├── data ├──eval15 # 精度测试数据集 ├──high ├──low - ``` +``` **步骤5** (修改主函数并运行) -切换到项目环境下,将main.py中的主函数改为调用test_precision(),运行: +切换到项目环境下,将main.py中的主函数改为调用test_precision(),修改如下: ``` -python main.py +#142行修改为 test_precision() +``` + +再次运行代码 +``` +python3 main.py ``` 即可得到精度测试结果,测试结果如下: ![模型计算量](images/精度测试.jpeg) - - - -## 5 参考文献 - -@misc{https://doi.org/10.48550/arxiv.2205.14871, - doi = {10.48550/ARXIV.2205.14871}, - - url = {https://arxiv.org/abs/2205.14871}, - - author = {Cui, Ziteng and Li, Kunchang and Gu, Lin and Su, Shenghan and Gao, Peng and Jiang, Zhengkai and Qiao, Yu and Harada, Tatsuya}, - - keywords = {Computer Vision and Pattern Recognition (cs.CV), FOS: Computer and information sciences, FOS: Computer and information sciences}, - - title = {You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction}, - - publisher = {arXiv}, - - year = {2022}, - - copyright = {Creative Commons Attribution 4.0 International} -} \ No newline at end of file diff --git a/contrib/IAT/main.py b/contrib/IAT/main.py index b3f0900c8..e3e213899 100644 --- a/contrib/IAT/main.py +++ b/contrib/IAT/main.py @@ -19,9 +19,8 @@ from mindx.sdk import base from mindx.sdk.base import Tensor, Model, Size, log, ImageProcessor import cv2 -MODEL_PATH = "./models/iatsim.om" # 模型的路径 +MODEL_PATH = "./models/IAT_lol-sim.om" # 模型的路径 IMAGE_PATH = "./data/test.png" # 输入图片 -RESULT_PATH = "./data/result/" DATASET_DIR = "./data/eval15/" DEVICE_ID = 0 # 芯片ID @@ -108,7 +107,7 @@ def infer(image_path, is_save=False): if is_save: enhanced_img = enhanced_img.reshape(3, 400, 600).transpose(1, 2, 0) * 255 enhanced_img = cv2.cvtColor(enhanced_img, cv2.COLOR_RGB2BGR) - cv2.imwrite(RESULT_PATH + image_path.split('/')[-1], enhanced_img) + cv2.imwrite("./data/result.png", enhanced_img) return enhanced_img diff --git a/contrib/IAT/pth2onnx.py b/contrib/IAT/pth2onnx.py deleted file mode 100644 index d6157764a..000000000 --- a/contrib/IAT/pth2onnx.py +++ /dev/null @@ -1,56 +0,0 @@ -# Copyright(C) 2021. Huawei Technologies Co.,Ltd. All rights reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - - -import torch -from model.IAT_main import IAT - - -def pth2onnx(input_file, output_file): - """ - Convert .pth to .onnx - :param input_file: .pth file path of IAT - :param output_file: .onnx file path of IAT - :return: None - """ - - #load model - model = IAT() - state_dict = {k.replace('module.', ''): v for k, v in torch.load( - input_file, map_location='cpu').items()} - model.load_state_dict(state_dict) - - #setting - model.eval() - input_names = ["input_1"] - output_names = ["output_1"] - dummy_input = torch.randn(1, 3, 400, 600) - - #pth2onnx - torch.onnx.export( - model, - dummy_input, - output_file, - input_names=input_names, - output_names=output_names, - verbose=True, - opset_version=11) - - -def main(): - pth2onnx('best_Epoch_lol_v1.pth', 'IAT_lol.onnx') - - -if __name__ == "__main__": - main() -- Gitee From ce5d53082abf27c1fdc3f149b2ddfec980dc93b5 Mon Sep 17 00:00:00 2001 From: Ssayhi_w Date: Wed, 4 Dec 2024 14:56:50 +0800 Subject: [PATCH 02/16] =?UTF-8?q?IAT=E9=80=82=E9=85=8D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- contrib/IAT/README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/contrib/IAT/README.md b/contrib/IAT/README.md index 5c0c602e1..c295d66c9 100644 --- a/contrib/IAT/README.md +++ b/contrib/IAT/README.md @@ -57,7 +57,6 @@ ATC run success, welcome to the next use. ``` ## 4、 运行 -### 3.1 推理示例代码 **步骤1** -- Gitee From c4992bda5e6fc55dde1822ea51d4c055f0bdffda Mon Sep 17 00:00:00 2001 From: Ssayhi_w Date: Wed, 4 Dec 2024 14:58:39 +0800 Subject: [PATCH 03/16] =?UTF-8?q?IAT=E9=80=82=E9=85=8D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- contrib/IAT/README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/contrib/IAT/README.md b/contrib/IAT/README.md index c295d66c9..d64c93bfa 100644 --- a/contrib/IAT/README.md +++ b/contrib/IAT/README.md @@ -68,10 +68,12 @@ python3 main.py 即可在./data/目录下得到推理后的结果result.png文件. -**步骤2** 精度测试 +**步骤2** + +精度测试 下载LOLv1数据集,在[论文地址](https://daooshee.github.io/BMVC2018website/)Download Links章节下载LOL数据集。 -将数据集解压后将测试集目录(eval15)放到本项目./data/文件夹下,如下图所示: +将数据集解压后将其中的测试集目录(eval15)和文件放到本项目./data/文件夹下,如下图所示: ``` ├── data @@ -80,9 +82,7 @@ python3 main.py ├──low ``` -**步骤5** (修改主函数并运行) - -切换到项目环境下,将main.py中的主函数改为调用test_precision(),修改如下: +切换到项目根目录下,将main.py中的主函数改为调用test_precision(),修改如下: ``` #142行修改为 test_precision() -- Gitee From 1cbd76f272a4c8cc39f0c9c7cf1bb859564035bf Mon Sep 17 00:00:00 2001 From: Ssayhi_w Date: Wed, 4 Dec 2024 14:59:00 +0800 Subject: [PATCH 04/16] =?UTF-8?q?IAT=E9=80=82=E9=85=8D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- contrib/IAT/README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/contrib/IAT/README.md b/contrib/IAT/README.md index d64c93bfa..e9bd41406 100644 --- a/contrib/IAT/README.md +++ b/contrib/IAT/README.md @@ -76,6 +76,7 @@ python3 main.py 将数据集解压后将其中的测试集目录(eval15)和文件放到本项目./data/文件夹下,如下图所示: ``` +... ├── data ├──eval15 # 精度测试数据集 ├──high -- Gitee From 8b7d6f50fdc5e8114050e63b2225f048e706248e Mon Sep 17 00:00:00 2001 From: Ssayhi_w Date: Wed, 4 Dec 2024 15:09:36 +0800 Subject: [PATCH 05/16] =?UTF-8?q?IAT=E9=80=82=E9=85=8D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- contrib/IAT/README.md | 7 +++++-- ...0\346\234\257\350\267\257\347\272\277.jpeg" | Bin 12465 -> 0 bytes ...4\346\250\241\346\265\213\350\257\225.jpeg" | Bin 247538 -> 0 bytes ...6\345\272\246\346\265\213\350\257\225.jpeg" | Bin 91582 -> 0 bytes 4 files changed, 5 insertions(+), 2 deletions(-) delete mode 100644 "contrib/IAT/images/\346\212\200\346\234\257\350\267\257\347\272\277.jpeg" delete mode 100644 "contrib/IAT/images/\346\250\241\345\236\213\350\247\204\346\250\241\346\265\213\350\257\225.jpeg" delete mode 100644 "contrib/IAT/images/\347\262\276\345\272\246\346\265\213\350\257\225.jpeg" diff --git a/contrib/IAT/README.md b/contrib/IAT/README.md index e9bd41406..a037a7dd9 100644 --- a/contrib/IAT/README.md +++ b/contrib/IAT/README.md @@ -94,6 +94,9 @@ python3 main.py python3 main.py ``` -即可得到精度测试结果,测试结果如下: +可得到精度测试结果,屏幕输出类似如下信息: -![模型计算量](images/精度测试.jpeg) +``` +PSNR: XX.XXXXXX +SSIM: XX.XXXXXX +``` diff --git "a/contrib/IAT/images/\346\212\200\346\234\257\350\267\257\347\272\277.jpeg" 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17 00:00:00 2001 From: Ssayhi_w Date: Wed, 4 Dec 2024 15:14:01 +0800 Subject: [PATCH 06/16] =?UTF-8?q?IAT=E9=80=82=E9=85=8D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- contrib/IAT/README.md | 15 ++++++++++----- 1 file changed, 10 insertions(+), 5 deletions(-) diff --git a/contrib/IAT/README.md b/contrib/IAT/README.md index a037a7dd9..38687b673 100644 --- a/contrib/IAT/README.md +++ b/contrib/IAT/README.md @@ -3,7 +3,7 @@ ## 1、 介绍 ### 1.1 简介 -基于 MindX SDK 实现 IAT 模型的推理,在 LOL 数据集上达到 $PSNR\ge$23, $SSIM\ge 0.8$, 并把可视化结果保存到本地,达到预期的功能和精度要求。 +基于昇腾硬件和MindX SDK 实现 IAT 模型的推理。 ### 1.2 支持的产品 @@ -40,12 +40,13 @@ **步骤1** -本文提供已转换好的onnx模型:[IAT_lol-sim.onnx](https://mindx.sdk.obs.cn-north-4.myhuaweicloud.com/mindxsdk-referenceapps%20/contrib/IAT/IAT_lol-sim.onnx) -下载后放到项目目录的models文件夹 +原始pth模型源码[地址](https://github.com/cuiziteng/illumination-adaptive-transformer) +本文提供已从pth模型转换好的onnx模型直接使用:[IAT_lol-sim.onnx](https://mindx.sdk.obs.cn-north-4.myhuaweicloud.com/mindxsdk-referenceapps%20/contrib/IAT/IAT_lol-sim.onnx) +下载后放到项目根目录的models文件夹下 **步骤2** -将模型转换为om模型,在models目录下,执行以下命令生成om模型 +将模型转换为om模型,在models文件夹下,执行以下命令生成om模型 ``` atc --framework=5 --model=./IAT_lol-sim.onnx --input_shape="input_1:1,3,400,600" --output=IAT_lol-sim --soc_version=Ascend310P3 ``` @@ -66,7 +67,7 @@ ATC run success, welcome to the next use. python3 main.py ``` -即可在./data/目录下得到推理后的结果result.png文件. +即可在./data/文件夹下得到推理后的结果result.png文件. **步骤2** @@ -80,7 +81,11 @@ python3 main.py ├── data ├──eval15 # 精度测试数据集 ├──high + ├──xx.png + ├──... ├──low + ├──xx.png + ├──... ``` 切换到项目根目录下,将main.py中的主函数改为调用test_precision(),修改如下: -- Gitee From 6390ced4d0628349d33cd9c235a93bfc082f303b Mon Sep 17 00:00:00 2001 From: Ssayhi_w Date: Wed, 4 Dec 2024 15:15:16 +0800 Subject: [PATCH 07/16] =?UTF-8?q?IAT=E9=80=82=E9=85=8D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- contrib/IAT/README.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/contrib/IAT/README.md b/contrib/IAT/README.md index 38687b673..1fffe0473 100644 --- a/contrib/IAT/README.md +++ b/contrib/IAT/README.md @@ -78,14 +78,14 @@ python3 main.py ``` ... - ├── data - ├──eval15 # 精度测试数据集 - ├──high - ├──xx.png - ├──... - ├──low - ├──xx.png - ├──... + ├── data + ├──eval15 # 精度测试数据集 + ├──high + ├──xx.png + ├──... + ├──low + ├──xx.png + ├──... ``` 切换到项目根目录下,将main.py中的主函数改为调用test_precision(),修改如下: -- Gitee From 3f1c57c3bf59999d2481ebd0ed8261ea5f0d4349 Mon Sep 17 00:00:00 2001 From: Ssayhi_w Date: Wed, 4 Dec 2024 15:23:31 +0800 Subject: [PATCH 08/16] =?UTF-8?q?IAT=E9=80=82=E9=85=8D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- contrib/IAT/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/contrib/IAT/README.md b/contrib/IAT/README.md index 1fffe0473..bb20bdf5d 100644 --- a/contrib/IAT/README.md +++ b/contrib/IAT/README.md @@ -1,9 +1,9 @@ -# MindX SDK -- RGB图像的夜间增强参考设计 +# RGB图像的夜间增强参考设计 ## 1、 介绍 ### 1.1 简介 -基于昇腾硬件和MindX SDK 实现 IAT 模型的推理。 +基于昇腾硬件和MindX SDK 实现 IAT 模型的推理,增强低光图片的功能。 ### 1.2 支持的产品 -- Gitee From ee2723bb22af30f0f295c976dd9eba2a1329e1b8 Mon Sep 17 00:00:00 2001 From: Ssayhi_w Date: Wed, 4 Dec 2024 16:37:39 +0800 Subject: [PATCH 09/16] =?UTF-8?q?IAT=E9=80=82=E9=85=8D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- contrib/IAT/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/contrib/IAT/README.md b/contrib/IAT/README.md index bb20bdf5d..8c75e45f6 100644 --- a/contrib/IAT/README.md +++ b/contrib/IAT/README.md @@ -23,7 +23,7 @@ | numpy | 1.24.0 | | opencv-python | 4.10.0.84 | | timm | 0.4.10 | -| torch | 0.4.10 | +| torch | 2.5.1 | ## 2、 设置环境变量 @@ -69,7 +69,7 @@ python3 main.py 即可在./data/文件夹下得到推理后的结果result.png文件. -**步骤2** +## 5、 精度验证 精度测试 -- Gitee From fd5e1f916f965e7c1a8193a2c153b8a3fcac4428 Mon Sep 17 00:00:00 2001 From: Ssayhi_w Date: Wed, 4 Dec 2024 16:38:52 +0800 Subject: [PATCH 10/16] =?UTF-8?q?IAT=E9=80=82=E9=85=8D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- contrib/IAT/README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/contrib/IAT/README.md b/contrib/IAT/README.md index 8c75e45f6..96cf35933 100644 --- a/contrib/IAT/README.md +++ b/contrib/IAT/README.md @@ -59,8 +59,6 @@ ATC run success, welcome to the next use. ## 4、 运行 -**步骤1** - 将要推理的test.png图片放到本项目./data/文件夹下,执行以下命令: ``` @@ -71,8 +69,8 @@ python3 main.py ## 5、 精度验证 -精度测试 +**步骤1** 下载LOLv1数据集,在[论文地址](https://daooshee.github.io/BMVC2018website/)Download Links章节下载LOL数据集。 将数据集解压后将其中的测试集目录(eval15)和文件放到本项目./data/文件夹下,如下图所示: @@ -88,6 +86,8 @@ python3 main.py ├──... ``` +**步骤2** + 切换到项目根目录下,将main.py中的主函数改为调用test_precision(),修改如下: ``` -- Gitee From 737ca5045db1929530a5963553f224a8781914d5 Mon Sep 17 00:00:00 2001 From: Ssayhi_w Date: Wed, 4 Dec 2024 16:53:52 +0800 Subject: [PATCH 11/16] =?UTF-8?q?IAT=E9=80=82=E9=85=8D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- contrib/IAT/README.md | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/contrib/IAT/README.md b/contrib/IAT/README.md index 96cf35933..6e383d457 100644 --- a/contrib/IAT/README.md +++ b/contrib/IAT/README.md @@ -59,13 +59,17 @@ ATC run success, welcome to the next use. ## 4、 运行 +**步骤1** 将要推理的test.png图片放到本项目./data/文件夹下,执行以下命令: ``` python3 main.py ``` -即可在./data/文件夹下得到推理后的结果result.png文件. +**步骤2** + +查看结果 +运行命令后即可在./data/文件夹下得到推理后的结果result.png文件. ## 5、 精度验证 @@ -99,7 +103,10 @@ python3 main.py python3 main.py ``` -可得到精度测试结果,屏幕输出类似如下信息: +**步骤3** + +查看结果 +运行后可得到精度测试结果,屏幕输出类似如下信息: ``` PSNR: XX.XXXXXX -- Gitee From fa0d4c421c0a340d36242d6aace5b0d4e542d1e4 Mon Sep 17 00:00:00 2001 From: Ssayhi_w Date: Wed, 4 Dec 2024 16:54:49 +0800 Subject: [PATCH 12/16] =?UTF-8?q?IAT=E9=80=82=E9=85=8D?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- contrib/IAT/README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/contrib/IAT/README.md b/contrib/IAT/README.md index 6e383d457..8a2f9dd0e 100644 --- a/contrib/IAT/README.md +++ b/contrib/IAT/README.md @@ -67,14 +67,15 @@ python3 main.py ``` **步骤2** - 查看结果 + 运行命令后即可在./data/文件夹下得到推理后的结果result.png文件. ## 5、 精度验证 **步骤1** + 下载LOLv1数据集,在[论文地址](https://daooshee.github.io/BMVC2018website/)Download Links章节下载LOL数据集。 将数据集解压后将其中的测试集目录(eval15)和文件放到本项目./data/文件夹下,如下图所示: -- Gitee From c733ca249feb8456a40daec1287fb736eb5634e2 Mon Sep 17 00:00:00 2001 From: Ssayhi_w Date: Thu, 5 Dec 2024 11:18:59 +0800 Subject: [PATCH 13/16] =?UTF-8?q?=E4=BC=98=E5=8C=96?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- contrib/IAT/README.md | 16 +++++++++------- 1 file changed, 9 insertions(+), 7 deletions(-) diff --git a/contrib/IAT/README.md b/contrib/IAT/README.md index 8a2f9dd0e..9997e5503 100644 --- a/contrib/IAT/README.md +++ b/contrib/IAT/README.md @@ -42,11 +42,11 @@ 原始pth模型源码[地址](https://github.com/cuiziteng/illumination-adaptive-transformer) 本文提供已从pth模型转换好的onnx模型直接使用:[IAT_lol-sim.onnx](https://mindx.sdk.obs.cn-north-4.myhuaweicloud.com/mindxsdk-referenceapps%20/contrib/IAT/IAT_lol-sim.onnx) -下载后放到项目根目录的models文件夹下 +下载后放到项目根目录的models文件夹下。 **步骤2** -将模型转换为om模型,在models文件夹下,执行以下命令生成om模型 +将模型转换为om模型,在models文件夹下,执行以下命令生成om模型: ``` atc --framework=5 --model=./IAT_lol-sim.onnx --input_shape="input_1:1,3,400,600" --output=IAT_lol-sim --soc_version=Ascend310P3 ``` @@ -60,6 +60,7 @@ ATC run success, welcome to the next use. ## 4、 运行 **步骤1** + 将要推理的test.png图片放到本项目./data/文件夹下,执行以下命令: ``` @@ -67,9 +68,10 @@ python3 main.py ``` **步骤2** -查看结果 -运行命令后即可在./data/文件夹下得到推理后的结果result.png文件. +查看结果: + +运行命令后即可在./data/文件夹下得到推理后的结果result.png文件。 ## 5、 精度验证 @@ -77,7 +79,7 @@ python3 main.py **步骤1** 下载LOLv1数据集,在[论文地址](https://daooshee.github.io/BMVC2018website/)Download Links章节下载LOL数据集。 -将数据集解压后将其中的测试集目录(eval15)和文件放到本项目./data/文件夹下,如下图所示: +将数据集解压后将其中的测试集目录(eval15)和文件放到本项目./data/文件夹下,如下图所示: ``` ... @@ -106,8 +108,8 @@ python3 main.py **步骤3** -查看结果 -运行后可得到精度测试结果,屏幕输出类似如下信息: +查看结果: +运行后可得到精度测试结果,屏幕输出类似如下信息: ``` PSNR: XX.XXXXXX -- Gitee From dc750a88f9c78b65769d733b37dfca5bd1746ebc Mon Sep 17 00:00:00 2001 From: Ssayhi_w Date: Thu, 5 Dec 2024 11:19:34 +0800 Subject: [PATCH 14/16] =?UTF-8?q?=E4=BC=98=E5=8C=96?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- contrib/IAT/README.md | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/contrib/IAT/README.md b/contrib/IAT/README.md index 9997e5503..b43b53b5f 100644 --- a/contrib/IAT/README.md +++ b/contrib/IAT/README.md @@ -69,9 +69,7 @@ python3 main.py **步骤2** -查看结果: - -运行命令后即可在./data/文件夹下得到推理后的结果result.png文件。 +查看结果:运行命令后即可在./data/文件夹下得到推理后的结果result.png文件。 ## 5、 精度验证 -- Gitee From 316949149dd721b5abad55233bb2b4634228684e Mon Sep 17 00:00:00 2001 From: Ssayhi_w Date: Thu, 5 Dec 2024 11:20:05 +0800 Subject: [PATCH 15/16] =?UTF-8?q?=E4=BC=98=E5=8C=96?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- contrib/IAT/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/contrib/IAT/README.md b/contrib/IAT/README.md index b43b53b5f..aca59c9ef 100644 --- a/contrib/IAT/README.md +++ b/contrib/IAT/README.md @@ -77,7 +77,7 @@ python3 main.py **步骤1** 下载LOLv1数据集,在[论文地址](https://daooshee.github.io/BMVC2018website/)Download Links章节下载LOL数据集。 -将数据集解压后将其中的测试集目录(eval15)和文件放到本项目./data/文件夹下,如下图所示: +将数据集解压后将其中的测试集目录(eval15)和文件放到本项目./data/文件夹下,如下图所示: ``` ... -- Gitee From ba7f6c113749374991799c020efe8cbf17137820 Mon Sep 17 00:00:00 2001 From: Ssayhi_w Date: Thu, 5 Dec 2024 11:33:40 +0800 Subject: [PATCH 16/16] =?UTF-8?q?=E4=BC=98=E5=8C=96?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- contrib/IAT/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/contrib/IAT/README.md b/contrib/IAT/README.md index aca59c9ef..f4d81a6f9 100644 --- a/contrib/IAT/README.md +++ b/contrib/IAT/README.md @@ -77,7 +77,7 @@ python3 main.py **步骤1** 下载LOLv1数据集,在[论文地址](https://daooshee.github.io/BMVC2018website/)Download Links章节下载LOL数据集。 -将数据集解压后将其中的测试集目录(eval15)和文件放到本项目./data/文件夹下,如下图所示: +将数据集解压后,把其中的测试集目录(eval15)和文件放到本项目./data/文件夹下,如下图所示: ``` ... -- Gitee