From 35b80a83b1dbdcec76857fd4c333687d9df98231 Mon Sep 17 00:00:00 2001 From: gu12530 <2629144335@qq.com> Date: Wed, 20 Nov 2024 16:47:49 +0800 Subject: [PATCH 1/3] =?UTF-8?q?=E6=B7=BB=E5=8A=A0=E5=8F=A3=E7=BD=A9?= =?UTF-8?q?=E4=BD=A9=E6=88=B4=E5=88=86=E7=B1=BB=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 2 +- .../special/maskwear_classfication/README.md | 51 +++++++ .../maskwear_classfication/python/README.md | 121 ++++++++++++++++ .../python/images/img.png | Bin 0 -> 286664 bytes .../python/images/img_1.png | Bin 0 -> 36292 bytes .../python/test_mask_classification.py | 46 ++++++ utils/create_classification_dataset.py | 135 ++++++++++++++++++ utils/extera_images_from_video.py | 84 +++++++++++ 8 files changed, 438 insertions(+), 1 deletion(-) create mode 100644 example/special/maskwear_classfication/README.md create mode 100644 example/special/maskwear_classfication/python/README.md create mode 100644 example/special/maskwear_classfication/python/images/img.png create mode 100644 example/special/maskwear_classfication/python/images/img_1.png create mode 100644 example/special/maskwear_classfication/python/test_mask_classification.py create mode 100644 utils/create_classification_dataset.py create mode 100644 utils/extera_images_from_video.py diff --git a/README.md b/README.md index 12382f9..faf2d7d 100644 --- a/README.md +++ b/README.md @@ -88,7 +88,7 @@ Lockzhiner Vision Module 拥有丰富的 IO 接口,其接口图片如下图所 * [凌智视觉模块手写数字分类部署指南](./example/special/digit_handwritten_recognition) * [凌智视觉模块猫狗分类部署指南](example/special/cat_and_dog_classification) * [凌智视觉模块花卉分类部署指南](example/special/flower_classfication/) - +* [凌智视觉模块口罩佩戴分类模型部署指南](example/vision/maskwear_classfication) ### 👍 目标检测案例 目标检测(Object Detection)是深度学习中计算机视觉领域的重要任务之一,旨在识别图像或视频中所有感兴趣的物体,并准确地定位这些物体的边界框(Bounding Box)。与目标分类不同,目标检测不仅需要预测物体的类别,还需要标注它们在图像中的位置。一般来说,目标检测任务的标注过程比较复杂,适合既需要对目标进行分类,有需要对目标进行定位的场景。 diff --git a/example/special/maskwear_classfication/README.md b/example/special/maskwear_classfication/README.md new file mode 100644 index 0000000..c27f6cd --- /dev/null +++ b/example/special/maskwear_classfication/README.md @@ -0,0 +1,51 @@ +

凌智视觉模块口罩佩戴分类部署指南

+ +发布版本:V0.0.0 + +日期:2024-11-20 + +文件密级:□绝密 □秘密 □内部资料 ■公开 + +--- + +**免责声明** + +本文档按**现状**提供,福州凌睿智捷电子有限公司(以下简称**本公司**)不对本文档中的任何陈述、信息和内容的准确性、可靠性、完整性、适销性、适用性及非侵权性提供任何明示或暗示的声明或保证。本文档仅作为使用指导的参考。 + +由于产品版本升级或其他原因,本文档可能在未经任何通知的情况下不定期更新或修改。 + +**读者对象** + +本教程适用于以下工程师: + +- 技术支持工程师 +- 软件开发工程师 + +**修订记录** + +| **日期** | **版本** | **作者** | **修改说明** | +|:-----------| -------- | -------- | ------------ | +| 2024/11/20 | 0.0.0 | 钟海滨 | 初始版本 | + +## 1 简介 + +口罩佩戴分类有助于识别和管理公共卫生风险,我们基于 [凌智视觉模块分类模型部署指南](../../vision/classification) 训练了凌智视觉模块专用的模型,该模型能够实现未佩戴口罩、佩戴口罩、口罩佩戴不正确的识别。 + + +## 2 运行前的准备 + +- 请确保你已经下载了 [凌智视觉模块口罩佩戴分类模型](https://gitee.com/LockzhinerAI/LockzhinerVisionModule/releases/download/v0.0.2/LZ-Maskwear-Classification.rknn) + +## 3 在凌智视觉模块上部署口罩佩戴分类识别案例 + +下载模型后,请参考以下教程使用 Python 在凌智视觉模块上部署分类模型例程: + +- [凌智视觉模块口罩佩戴分类 Python 部署指南](./python/README.md) + +## 4 模型性能指标 + +以下测试数据为模型执行 Predict 函数运行 1000 次耗时的平均时间 + +| 分类模型 | FPS(帧/s) | 精度(%) | +|:------------------------:|:----:|:----:| +|LZ-Maskwear-Classification|35|| diff --git a/example/special/maskwear_classfication/python/README.md b/example/special/maskwear_classfication/python/README.md new file mode 100644 index 0000000..9e05351 --- /dev/null +++ b/example/special/maskwear_classfication/python/README.md @@ -0,0 +1,121 @@ +

凌智视觉模块口罩佩戴分类 Python 部署指南

+ +发布版本:V0.0.0 + +日期:2024-11-20 + +文件密级:□绝密 □秘密 □内部资料 ■公开 + +--- + +**免责声明** + +本文档按**现状**提供,福州凌睿智捷电子有限公司(以下简称**本公司**)不对本文档中的任何陈述、信息和内容的准确性、可靠性、完整性、适销性、适用性及非侵权性提供任何明示或暗示的声明或保证。本文档仅作为使用指导的参考。 + +由于产品版本升级或其他原因,本文档可能在未经任何通知的情况下不定期更新或修改。 + +**读者对象** + +本教程适用于以下工程师: + +- 技术支持工程师 +- 软件开发工程师 + +**修订记录** + +| **日期** | **版本** | **作者** | **修改说明** | +|:-----------| -------- | -------- | ------------ | +| 2024/11/20 | 0.0.0 | 钟海滨 | 初始版本 | + +## 1 简介 + +接下来让我们基于 Python 来部署口罩佩戴分类识别案例,在开始本章节前: + +- 请确保你已经参考 [凌智视觉模块口罩佩戴分类部署指南](../README.md) 正确下载了模型。 +- 请确保你已经参考 [凌智视觉模块摄像头部署指南](../../../periphery/capture/README.md) 正确下载了凌智视觉模块图片传输助手。 +- 请确保你已经按照 [开发环境搭建指南](../../../../docs/introductory_tutorial/python_development_environment.md) 正确配置了开发环境。 + +## 2 Python API 文档 + +同[分类模型 Python 部署 API 文档](../../../vision/classification/python/README.md) + +## 3 项目介绍 + +为了方便大家入手,我们做了一个简易的口罩佩戴分类识别例程。该程序可以使用摄像头进行端到端推理,并可视化推理结果到凌智视觉模块图片传输助手。 + +```python +from lockzhiner_vision_module.cv2 import VideoCapture +from lockzhiner_vision_module.vision import PaddleClas, visualize +from lockzhiner_vision_module.edit import Edit +import time +import sys + + +labels =['mask_weared_incorrect','without_mask','with_mask'] + +if __name__ == "__main__": + args = sys.argv + if len(args) != 2: + print("Need model path. Example: python test_mask_classification.py LZ-Maskwear-Classification.rknn") + exit(1) + edit = Edit() + edit.start_and_accept_connection() + + model = PaddleClas() + if model.initialize(args[1]) is False: + print("Failed to initialize PaddleClas") + exit(1) + + video_capture = VideoCapture() + if video_capture.open(0) is False: + print("Failed to open capture") + exit(1) + + while True: + read_index = 0 + total_time_ms = 0 + for i in range(30): + start_time = time.time() + ret, mat = video_capture.read() + if ret is False: + continue + + result = model.predict(mat) + + end_time = time.time() + total_time_ms += end_time - start_time + read_index += 1 + print(result.label_id, result.score) + vis_mat = visualize(mat, result, labels) + # vis_mat = visualize(mat,result) + edit.print(vis_mat) + print(f"FPS is {1.0 / (total_time_ms / read_index)}") + +``` + +## 4 上传并测试 Python 程序 + +参考 [连接设备指南](../../../../docs/introductory_tutorial/connect_device_using_ssh.md) 正确连接 Lockzhiner Vision Module 设备。 + +![](../../../../docs/introductory_tutorial/images/connect_device_using_ssh/ssh_success.png) + +请使用 Electerm Sftp 依次上传以下两个文件: +nn +- 进入存放 **test_mask_classification.py** 脚本文件的目录,将 **test_mask_classification.py** 上传到 Lockzhiner Vision Module +- 进入存放 **LZ-Maskwear-Classification.rknn** 模型存放的目录(模型存放在训练模型后下载的 output 文件夹内),将 **LZ-Maskwear-Classification.rknn** 上传到 Lockzhiner Vision Module + +![](images/img_1.png) + +请使用 Electerm Ssh 并在命令行中执行以下命令: + +```bash +python test_mask_classification.py LZ-Maskwear-Classification.rknn +``` + +运行程序后,使用凌智视觉模块图片传输助手连接设备,屏幕上开始打印标签索引和置信度,凌智视觉模块图片传输助手出现可视化的结果 + +![alt text](images/img.png) + + + + diff --git a/example/special/maskwear_classfication/python/images/img.png b/example/special/maskwear_classfication/python/images/img.png new file mode 100644 index 0000000000000000000000000000000000000000..6b5f8094855075d18758cc0ca04f3fe26a52d1eb GIT binary patch literal 286664 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print("Need model path. Example: python test_mask_classification.py LZ-Maskwear-Classification-2024-1120-1209") + exit(1) + edit = Edit() + edit.start_and_accept_connection() + + model = PaddleClas() + if model.initialize(args[1]) is False: + print("Failed to initialize PaddleClas") + exit(1) + + video_capture = VideoCapture() + if video_capture.open(0) is False: + print("Failed to open capture") + exit(1) + + while True: + read_index = 0 + total_time_ms = 0 + for i in range(30): + start_time = time.time() + ret, mat = video_capture.read() + if ret is False: + continue + + result = model.predict(mat) + + end_time = time.time() + total_time_ms += end_time - start_time + read_index += 1 + print(result.label_id, result.score) + vis_mat = visualize(mat, result, labels) + # vis_mat = visualize(mat,result) + edit.print(vis_mat) + print(f"FPS is {1.0 / (total_time_ms / read_index)}") diff --git a/utils/create_classification_dataset.py b/utils/create_classification_dataset.py new file mode 100644 index 0000000..795dd29 --- /dev/null +++ b/utils/create_classification_dataset.py @@ -0,0 +1,135 @@ +import os +import json +from PIL import Image +import shutil +from tqdm import tqdm +import matplotlib.pyplot as plt + + +# 指定图片文件夹路径 +image_root_folder = r'E:\face_mask' + +# 指定输出标签文件夹路径 +output_folder = './Dataset/annotations' + +# 指定的输出图片保存路径 +images_folder = './Dataset/images' + +# 标签文本保存 +flags_txt = './Dataset/flags.txt' + +# 确保输出文件夹存在 +os.makedirs(output_folder, exist_ok=True) +os.makedirs(images_folder, exist_ok=True) + +# 动态生成文件夹与标志位的映射关系 +folder_to_flag = {} +# 存储标签名 +flag_names=[] + + +for folder_name in os.listdir(image_root_folder): + folder_path = os.path.join(image_root_folder, folder_name) + if os.path.isdir(folder_path): + folder_to_flag[folder_name] = folder_name + flag_names.append(folder_name) +with open(flags_txt,'w',encoding='utf-8') as f: + for flag_name in flag_names: + f.write(flag_name+'\n') + f.close() + print('标签文件创建成功') +# 动态生成 flags 字典 +flags = {key: False for key in folder_to_flag.values()} + +# 维护每个文件夹的计数器 +folder_counters = {folder_name: 0 for folder_name in folder_to_flag.keys()} + +# 统计每个类别的图片数量 +category_counts = {folder_name: 0 for folder_name in folder_to_flag.keys()} + +# 遍历图片根文件夹中的所有子文件夹 +for folder_name in os.listdir(image_root_folder): + folder_path = os.path.join(image_root_folder, folder_name) + + # 确保是一个文件夹 + if os.path.isdir(folder_path): + # 获取文件夹中的所有文件,并计算总数 + files = [f for f in os.listdir(folder_path) if f.lower().endswith(('.png', '.jpg', '.jpeg', '.bmp', '.gif'))] + total_files = len(files) + + # 使用 tqdm 包装迭代器,显示进度条 + for filename in tqdm(files, desc=f'Processing {folder_name}', total=total_files): + # 构建完整的文件路径 + image_path = os.path.join(folder_path, filename) + + # 获取当前文件夹的计数器值 + counter = folder_counters[folder_name] + + # 构建新的文件名 + new_filename = f'{folder_name}_{counter:04d}.jpg' + new_image_path = os.path.join(images_folder, new_filename) + + # 存储文件名构造 + save_path_name = os.path.join('..\\images\\', new_filename) + + # 拷贝图片到 images 文件夹 + shutil.copy(image_path, new_image_path) + + # 打开图片并获取高度和宽度 + with Image.open(image_path) as img: + width, height = img.size + + # 初始化 flags + current_flags = flags.copy() + + # 设置对应的标志位为 True + flag_key = folder_to_flag.get(folder_name, None) + if flag_key is not None: + current_flags[flag_key] = True + + # 创建标签文件的数据结构 + label_data = { + "version": "5.5.0", + "flags": current_flags, + "shapes": [], + "imagePath": save_path_name, + "imageData": None, + "imageHeight": height, + "imageWidth": width + } + + # 构建标签文件的路径 + label_filename = os.path.splitext(new_filename)[0] + '.json' + label_path = os.path.join(output_folder, label_filename) + + # 将标签数据写入文件 + with open(label_path, 'w') as f: + json.dump(label_data, f, indent=4) + + # 增加计数器 + folder_counters[folder_name] += 1 + + # 更新类别计数 + category_counts[folder_name] += 1 + +# print('Label files creation complete.') + +# 输出每个类别的图片数量统计 +# for category, count in category_counts.items(): +# print(f'Category {category} has {count} images.') + +# 绘制柱状图 +categories = list(category_counts.keys()) +counts = list(category_counts.values()) + +plt.figure(figsize=(10, 6)) +plt.bar(categories, counts, color='skyblue') +plt.xlabel('Categories') +plt.ylabel('Number of Images') +plt.title('Image Count by Category') +plt.xticks(rotation=45) +plt.tight_layout() + +# 保存柱状图 +plt.savefig('category_counts.png') +# plt.show() \ No newline at end of file diff --git a/utils/extera_images_from_video.py b/utils/extera_images_from_video.py new file mode 100644 index 0000000..1ab6897 --- /dev/null +++ b/utils/extera_images_from_video.py @@ -0,0 +1,84 @@ +import os +import cv2 +import matplotlib.pyplot as plt + +def create_directory_structure(source_root, target_root): + """创建与源文件夹结构相同的输出文件夹结构""" + for root, dirs, files in os.walk(source_root): + relative_path = os.path.relpath(root, source_root) + target_path = os.path.join(target_root, relative_path) + os.makedirs(target_path, exist_ok=True) + +# interval抽帧间隔 + +def video_capture(video_path, output_root, source_root, interval=10): + cap = cv2.VideoCapture(video_path) + if not cap.isOpened(): + print(f"Error opening video file: {video_path}") + return + frame_count = 0 + saved_frame_count = 0 + relative_video_dir = os.path.dirname(os.path.relpath(video_path, start=source_root)) + output_dir = os.path.join(output_root, relative_video_dir) + total_frames = int(cap.get(cv2.CAP_PROP_FRAME_COUNT)) + while True: + ret, frame = cap.read() + if not ret: + break + if frame_count % interval == 0: + frame_filename = f"{os.path.splitext(os.path.basename(video_path))[0]}_{frame_count:04d}.jpg" + frame_path = os.path.join(output_dir, frame_filename) + cv2.imwrite(frame_path, frame) + saved_frame_count += 1 + frame_count += 1 + cap.release() + print(f"Processed and saved {saved_frame_count} out of {frame_count} frames from {video_path}") + +def count_files_in_directories(root_directory): + """统计每个子目录下的文件数量,忽略根目录""" + counts = {} + for root, dirs, files in os.walk(root_directory): + relative_path = os.path.relpath(root, root_directory) + # 忽略根目录 + if relative_path == '.': + continue + counts[relative_path] = len(files) + return counts + +def plot_category_counts(category_counts): + """绘制类别数量的柱状图""" + categories = list(category_counts.keys()) + counts = list(category_counts.values()) + plt.figure(figsize=(10, 6)) + plt.bar(categories, counts, color='skyblue') + plt.xlabel('Categories') + plt.ylabel('Number of Images') + plt.title('Image Count per Category') + plt.xticks(rotation=45, ha='right') + plt.tight_layout() + plt.show() + +if __name__ == '__main__': + # 源视频文件夹路径 + video_root = r'C:\Users\Administrator\Desktop\new' + # 输出图片文件夹根路径 + output_root = 'face_add' + if not os.path.exists(output_root): + os.mkdir(output_root) + # 创建与视频文件夹结构相同的输出文件夹结构 + create_directory_structure(video_root, output_root) + + # 获取所有视频文件 + video_files = [os.path.join(root, file) for root, _, files in os.walk(video_root) for file in files if file.lower().endswith(('.mp4', '.avi', '.mov', '.mkv'))] + + # 处理所有视频文件 + for video_file in video_files: + video_capture(video_file, output_root, video_root) + + # 统计处理后各类别的数量 + category_counts = count_files_in_directories(output_root) + for category, count in category_counts.items(): + print(f"Category '{category}' contains {count} images.") + + # 绘制柱状图 + plot_category_counts(category_counts) \ No newline at end of file -- Gitee From ff6a79a30057205ee0416d57cf481cfc444fc650 Mon Sep 17 00:00:00 2001 From: gu12530 <2629144335@qq.com> Date: Wed, 20 Nov 2024 16:50:11 +0800 Subject: [PATCH 2/3] =?UTF-8?q?=E6=B7=BB=E5=8A=A0=E5=9B=BE=E7=89=87?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../maskwear_classfication/python/README.md | 2 +- .../python/images/img_2.png | Bin 0 -> 128758 bytes 2 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 example/special/maskwear_classfication/python/images/img_2.png diff --git a/example/special/maskwear_classfication/python/README.md b/example/special/maskwear_classfication/python/README.md index 9e05351..dd3a49b 100644 --- a/example/special/maskwear_classfication/python/README.md +++ b/example/special/maskwear_classfication/python/README.md @@ -113,7 +113,7 @@ python test_mask_classification.py LZ-Maskwear-Classification.rknn ``` 运行程序后,使用凌智视觉模块图片传输助手连接设备,屏幕上开始打印标签索引和置信度,凌智视觉模块图片传输助手出现可视化的结果 - +![](images/img_2.png) ![alt text](images/img.png) diff --git a/example/special/maskwear_classfication/python/images/img_2.png b/example/special/maskwear_classfication/python/images/img_2.png new file mode 100644 index 0000000000000000000000000000000000000000..3e6e49c3d34c3da37239efd08742589b6e021286 GIT binary patch literal 128758 zcmd43Wk8f$*FLT&q9AY#KmLR@@~p*eZI-&o;T{$r=zFZ zzKf4@u8s{a|roMyZ6DDsZX=|f6rpZ|LuF2Du>CC zs!4aF0sCCOVC=}YwxESEaw%7)EB-f@0DkScJPk#ISXbkov{kkoL6dy_W@HN+4kl7~ z^*Z93qBi%X<<;1yzui85>Bas({xADN7w*VzM!$BUkE?0T*&E2AsMb0(VIF`iGj74(EW#*rs 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zT5NB+;C%|c240BzTAcut@bh!PWt=(lVqQ+XTGK2<%5n1y{&)(dl{}?!Kk1T7=+6yt zPS$2lqc?q0a_Sxk*C5WF%^G~*9(omRvWo~L*qo1rXu514;fMG>)L{42*KVOQ%8+kn z$_Df{+YiAiZ!?D?{fR-MCdIY&)vY#}?<@Ms?x|%G+xmjXud4 Date: Wed, 20 Nov 2024 16:52:16 +0800 Subject: [PATCH 3/3] =?UTF-8?q?=E4=BF=AE=E6=AD=A3?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index faf2d7d..e60d269 100644 --- a/README.md +++ b/README.md @@ -88,7 +88,7 @@ Lockzhiner Vision Module 拥有丰富的 IO 接口,其接口图片如下图所 * [凌智视觉模块手写数字分类部署指南](./example/special/digit_handwritten_recognition) * [凌智视觉模块猫狗分类部署指南](example/special/cat_and_dog_classification) * [凌智视觉模块花卉分类部署指南](example/special/flower_classfication/) -* [凌智视觉模块口罩佩戴分类模型部署指南](example/vision/maskwear_classfication) +* [凌智视觉模块口罩佩戴分类模型部署指南](example/special/maskwear_classfication) ### 👍 目标检测案例 目标检测(Object Detection)是深度学习中计算机视觉领域的重要任务之一,旨在识别图像或视频中所有感兴趣的物体,并准确地定位这些物体的边界框(Bounding Box)。与目标分类不同,目标检测不仅需要预测物体的类别,还需要标注它们在图像中的位置。一般来说,目标检测任务的标注过程比较复杂,适合既需要对目标进行分类,有需要对目标进行定位的场景。 -- Gitee

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