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b/docs/doc/zh/vision/customize_model_yolov8.md @@ -1,5 +1,5 @@ --- -title: 为 MaixCAM MaixPy 离线训练 YOLO11/YOLOv8 模型,自定义检测物体、关键点检测 +title: 为 MaixCAM MaixPy 离线训练 YOLO11/YOLOv8/YOLO26 模型,自定义检测物体、关键点检测 update: - date: 2024-06-21 version: v1.0 @@ -13,6 +13,10 @@ update: version: v3.0 author: neucrack content: 增加 MaixCAM2 支持 + - date: 2026-02-04 + version: v4.0 + author: Tao + content: 增加 YOLO26 支持 --- @@ -36,8 +40,8 @@ YOLOv8 / YOLO11 不光支持检测物体,还有 yolov8-pose / YOLO11-pose 支 要想我们的模型能在 MaixPy (MaixCAM)上使用,需要经历以下过程: * 搭建训练环境,本文略过,请自行搜索 pytorch 训练环境搭建。 -* 拉取 [YOLO11/YOLOv8](https://github.com/ultralytics/ultralytics) 源码到本地。 -* 准备数据集,并做成 YOLO11 / YOLOv8 项目需要的格式。 +* 拉取 [YOLO11/YOLOv8/YOLO26](https://github.com/ultralytics/ultralytics) 源码到本地。 +* 准备数据集,并做成 YOLO11 / YOLOv8 /YOLO26 项目需要的格式。 * 训练模型,得到一个 `onnx` 模型文件,也是本文的最终输出文件。 * 将`onnx`模型转换成 MaixPy 支持的 `MUD` 文件,这个过程在[MaixCAM 模型转换](../ai_model_converter/maixcam.md) 一文种有详细介绍。 * 使用 MaixPy 加载模型运行。 @@ -50,11 +54,11 @@ YOLOv8 / YOLO11 不光支持检测物体,还有 yolov8-pose / YOLO11-pose 支 ## 参考文章 -因为是比较通用的操作过程,本文只给一个流程介绍,具体细节可以自行看 **[YOLO11 / YOLOv8 官方代码和文档](https://github.com/ultralytics/ultralytics)**(**推荐**),以及搜索其训练教程,最终导出 onnx 文件即可。 +因为是比较通用的操作过程,本文只给一个流程介绍,具体细节可以自行看 **[YOLO26 / YOLO11 / YOLOv8 官方代码和文档](https://github.com/ultralytics/ultralytics)**(**推荐**),以及搜索其训练教程,最终导出 onnx 文件即可。 如果你有觉得讲得不错的文章欢迎修改本文并提交 PR。 -## YOLO11 / YOLOv8 导出 onnx 模型 +## YOLO26 / YOLO11 / YOLOv8 导出 onnx 模型 在 `ultralytics` 目录下创建一个`export_onnx.py` 文件 ```python @@ -82,7 +86,7 @@ print(path) ## 转换为 MaixCAM 支持的模型以及 mud 文件 -MaixPy/MaixCDK 目前支持了 YOLOv8 / YOLO11 检测 以及 YOLOv8-pose / YOLO11-pose 关键点检测 以及 YOLOv8-seg / YOLO11-seg 三种模型(2024.10.10)。 +MaixPy/MaixCDK 目前支持了 YOLO26 / YOLOv8 / YOLO11 检测 以及 YOLOv8-pose / YOLO11-pose 关键点检测 以及 YOLOv8-seg / YOLO11-seg YOLOv8-obb / YOLOV11-obb 四种模型(2026.2.4)。 按照[MaixCAM 模型转换](../ai_model_converter/maixcam.md) 和 [MaixCAM2 模型转换](../ai_model_converter/maixcam2.md) 进行模型转换。 @@ -109,9 +113,264 @@ MaixPy/MaixCDK 目前支持了 YOLOv8 / YOLO11 检测 以及 YOLOv8-pose / YOLO1 |YOLOv8/YOLO11 seg 额外输出节点 | ![](../../assets/yolo11_seg_node.png) | ![](../../assets/yolo11_seg_node.png)| |YOLOv8/YOLO11 OBB 额外输出节点 | ![](../../assets/yolo11_obb_node.png) | ![](../../assets/yolo11_out_obb.jpg)| + +| 模型 | 节点名 | 节点图 | +| -- | --- | --- | +| 检测 YOLO26 | `/model.23/one2one_cv2.0/one2one_cv2.0.2/Conv_output_0 /model.23/one2one_cv2.1/one2one_cv2.1.2/Conv_output_0 /model.23/one2one_cv2.2/one2one_cv2.2.2/Conv_output_0 /model.23/one2one_cv3.0/one2one_cv3.0.2/Conv_output_0 /model.23/one2one_cv3.1/one2one_cv3.1.2/Conv_output_0 /model.23/one2one_cv3.2/one2one_cv3.2.2/Conv_output_0` |![](../../assets/yolo26_out.png) | + + +### 转换脚本 +*这里提供一键转换YOLO26的脚本(需要在容器下运行):* +`MaixCam/Pro:` + +```bash +#!/bin/bash + +set -e + +net_name=yolo26n +input_w=320 +input_h=224 + +# mean: 0, 0, 0 +# std: 255, 255, 255 + +# mean +# 1/std + +# mean: 0, 0, 0 +# scale: 0.00392156862745098, 0.00392156862745098, 0.00392156862745098 + + + +# convert to mlir +model_transform.py \ +--model_name ${net_name} \ +--model_def ./${net_name}.onnx \ +--input_shapes [[1,3,${input_h},${input_w}]] \ +--mean "0,0,0" \ +--scale "0.00392156862745098,0.00392156862745098,0.00392156862745098" \ +--keep_aspect_ratio \ +--pixel_format rgb \ +--channel_format nchw \ +--output_names "/model.23/one2one_cv2.0/one2one_cv2.0.2/Conv_output_0,/model.23/one2one_cv2.1/one2one_cv2.1.2/Conv_output_0,/model.23/one2one_cv2.2/one2one_cv2.2.2/Conv_output_0,/model.23/one2one_cv3.0/one2one_cv3.0.2/Conv_output_0,/model.23/one2one_cv3.1/one2one_cv3.1.2/Conv_output_0,/model.23/one2one_cv3.2/one2one_cv3.2.2/Conv_output_0" \ +--test_input ./image.jpg \ +--test_result ${net_name}_top_outputs.npz \ +--tolerance 0.99,0.99 \ +--mlir ${net_name}.mlir + + +echo "calibrate for int8 model" +# export int8 model +run_calibration.py ${net_name}.mlir \ +--dataset ./coco \ +--input_num 200 \ +-o ${net_name}_cali_table + +echo "convert to int8 model" +# export int8 model +# add --quant_input, use int8 for faster processing in maix.nn.NN.forward_image +model_deploy.py \ +--mlir ${net_name}.mlir \ +--quantize INT8 \ +--quant_input \ +--calibration_table ${net_name}_cali_table \ +--processor cv181x \ +--test_input ${net_name}_in_f32.npz \ +--test_reference ${net_name}_top_outputs.npz \ +--tolerance 0.9,0.6 \ +--model ${net_name}_int8.cvimodel +``` + +`MaixCam2:` + +```bash +#!/bin/bash + +set -e + +############# 修改 #################### +model_name=$1 +model_path=./${model_name}.onnx +images_dir=./coco +images_num=100 +input_names=images + +config_path=yolo26_build_config.json + +output_nodes=( + "/model.23/one2one_cv2.0/one2one_cv2.0.2/Conv_output_0" # bbox 80x80 + "/model.23/one2one_cv2.1/one2one_cv2.1.2/Conv_output_0" # bbox 40x40 + "/model.23/one2one_cv2.2/one2one_cv2.2.2/Conv_output_0" # bbox 20x20 + "/model.23/one2one_cv3.0/one2one_cv3.0.2/Conv_output_0" # cls 80x80 + "/model.23/one2one_cv3.1/one2one_cv3.1.2/Conv_output_0" # cls 40x40 + "/model.23/one2one_cv3.2/one2one_cv3.2.2/Conv_output_0" # cls 20x20 +) +############################################# +# 解析节点配置 +onnx_output_names="" +json_outputs="" + +for node in "${output_nodes[@]}"; do + # 构建 extract_onnx 的输出参数 + if [ -n "$onnx_output_names" ]; then + onnx_output_names="${onnx_output_names}," + fi + onnx_output_names="${onnx_output_names}${node}" + + # 构建 JSON output_processors + json_outputs="${json_outputs} + { + \"tensor_name\": \"${node}\", + \"dst_perm\": [0, 2, 3, 1] + }," +done + +# 去掉最后的逗号 +json_outputs="${json_outputs%,}" + +# 生成 JSON 配置文件 +cat > $config_path << EOF +{ + "model_type": "ONNX", + "npu_mode": "NPU1", + "quant": { + "input_configs": [ + { + "tensor_name": "${input_names}", + "calibration_dataset": "tmp_images/images.tar", + "calibration_size": ${images_num}, + "calibration_mean": [0, 0, 0], + "calibration_std": [255, 255, 255] + } + ], + "calibration_method": "MinMax", + "precision_analysis": true + }, + "input_processors": [ + { + "tensor_name": "${input_names}", + "tensor_format": "RGB", + "tensor_layout": "NCHW", + "src_format": "RGB", + "src_dtype": "U8", + "src_layout": "NHWC", + "csc_mode": "NoCSC" + } + ], + "output_processors": [${json_outputs} + ], + "compiler": { + "check": 3, + "check_mode": "CheckOutput", + "check_cosine_simularity": 0.9 + } +} +EOF + +echo -e "\e[32m已生成配置文件: ${config_path}\e[0m" + +# 创建 gen_cali_images_tar.py +cat > gen_cali_images_tar.py << 'PYTHON_SCRIPT' +import sys +import os +import random +import shutil + +images_dir = sys.argv[1] +images_num = int(sys.argv[2]) + +print("images dir:", images_dir) +print("images num:", images_num) +print("current dir:", os.getcwd()) +files = os.listdir(images_dir) +valid = [] +for name in files: + path = os.path.join(images_dir, name) + ext = os.path.splitext(name)[1] + if ext.lower() not in [".jpg", ".jpeg", ".png"]: + continue + valid.append(path) +print(f"images dir {images_dir} have {len(valid)} images") +if len(valid) < images_num: + print(f"no enough images in {images_dir}, have: {len(valid)}, need {images_num}") + sys.exit(1) + + +idxes = random.sample(range(len(valid)), images_num) +shutil.rmtree("tmp_images", ignore_errors=True) +os.makedirs("tmp_images/images") +for i in idxes: + target = os.path.join("tmp_images", "images", os.path.basename(valid[i])) + shutil.copyfile(valid[i], target) +os.chdir("tmp_images/images") +os.system("tar -cf ../images.tar *") +# shutil.rmtree("tmp_images/images") +PYTHON_SCRIPT + +# 创建 extract_onnx.py +cat > extract_onnx.py << 'PYTHON_SCRIPT' +import onnx +import sys + +input_path = sys.argv[1] +output_path = sys.argv[2] +input_names_str = sys.argv[3] +output_names_str = sys.argv[4] +input_names = [] +for s in input_names_str.split(","): + input_names.append(s.strip()) +output_names = [] +for s in output_names_str.split(","): + output_names.append(s.strip()) + +onnx.utils.extract_model(input_path, output_path, input_names, output_names) +PYTHON_SCRIPT + +# extract and onnxsim +mkdir -p tmp1 +onnx_extracted=tmp1/${model_name}_extracted.onnx +onnxsim_path=tmp1/${model_name}.onnx + +# Step 1: 提取指定输出节点 +echo -e "\e[32mStep 1: 提取 ONNX 输出节点\e[0m" +python extract_onnx.py $model_path $onnx_extracted $input_names "$onnx_output_names" + +# Step 2: 简化模型 +echo -e "\e[32mStep 2: ONNX 简化\e[0m" +onnxsim $onnx_extracted $onnxsim_path + +python gen_cali_images_tar.py $images_dir $images_num + +mkdir -p out +tmp_config_path=tmp/$config_path + +# vnpu +echo -e "\e[32mBuilding ${model_name}_vnpu.axmodel\e[0m" +rm -rf tmp +mkdir tmp +cp $config_path $tmp_config_path +sed -i '/npu_mode/c\"npu_mode": "NPU1",' $tmp_config_path +pulsar2 build --target_hardware AX620E --input $onnxsim_path --output_dir tmp --config $tmp_config_path +cp tmp/compiled.axmodel out/${model_name}_vnpu.axmodel + +# npu all +echo -e "\e[32mBuilding ${model_name}_npu.axmodel\e[0m" +rm -rf tmp +mkdir tmp +cp $config_path $tmp_config_path +sed -i '/npu_mode/c\"npu_mode": "NPU2",' $tmp_config_path +pulsar2 build --target_hardware AX620E --input $onnxsim_path --output_dir tmp --config $tmp_config_path +cp tmp/compiled.axmodel out/${model_name}_npu.axmodel +rm -rf tmp + +echo -e "\e[32mGenerate models done, in out dir\e[0m" +``` + + ### 修改 mud 文件 -对于物体检测,mud 文件为(YOLO11 model_type 改为 yolo11) +对于物体检测,mud 文件为(YOLO11 model_type 改为 yolo11 YOLO26 model_type 改为 yolo26) MaixCAM/MaixCAM-Pro: ```ini [basic] diff --git a/docs/doc/zh/vision/yolov5.md b/docs/doc/zh/vision/yolov5.md index eb55fe1c..a6997d33 100644 --- a/docs/doc/zh/vision/yolov5.md +++ b/docs/doc/zh/vision/yolov5.md @@ -1,5 +1,5 @@ --- -title: MaixPy MaixCAM 使用 YOLOv5 / YOLOv8 / YOLO11 模型进行目标检测 +title: MaixPy 使用 YOLOv5 / YOLOv8 / YOLO11 / YOLO26 模型进行目标检测 --- @@ -14,13 +14,14 @@ title: MaixPy MaixCAM 使用 YOLOv5 / YOLOv8 / YOLO11 模型进行目标检测 MaixPy 默认提供了 `YOLOv5` 和 `YOLOv8` 和 `YOLO11` 模型,可以直接使用: > YOLOv8 需要 MaixPy >= 4.3.0。 > YOLO11 需要 MaixPy >= 4.7.0。 - +> YOLO26 需要 MaixPy >= 4.12.5。 ```python from maix import camera, display, image, nn, app detector = nn.YOLOv5(model="/root/models/yolov5s.mud", dual_buff=True) # detector = nn.YOLOv8(model="/root/models/yolov8n.mud", dual_buff=True) # detector = nn.YOLO11(model="/root/models/yolo11n.mud", dual_buff=True) +# detector = nn.YOLO26(model="/root/models/yolo26n.mud", dual_buff=True) cam = camera.Camera(detector.input_width(), detector.input_height(), detector.input_format()) disp = display.Display() @@ -56,7 +57,7 @@ while not app.need_exit(): ## 更多输入分辨率 -默认的模型输入是`320x224`分辨率,因为这个分辨率比例和默认提供的屏幕分辨率接近,你也可以手动下载其它分辨率的模型替换: +默认的模型输入是MaixCam:`320x224`,MaixCam2:`640x480`,因为这个分辨率比例和默认提供的屏幕分辨率接近,你也可以手动下载其它分辨率的模型替换: YOLOv5: [https://maixhub.com/model/zoo/365](https://maixhub.com/model/zoo/365) YOLOv8: [https://maixhub.com/model/zoo/400](https://maixhub.com/model/zoo/400) @@ -66,7 +67,7 @@ YOLO11: [https://maixhub.com/model/zoo/453](https://maixhub.com/model/zoo/453) ## YOLOv5 和 YOLOv8 和 YOLO11 用哪个? -这里提供的 `YOLOv5s` 和 `YOLOv8n` 和 `YOLO11n` 三种模型,`YOLOv5s`模型更大,`YOLOv8n YOLO11n`速度快一点点, 精度按照官方数据来说`YOLO11n > YOLOv8n > YOLOv5s`,可以实际测试根据自己的实际情况选择。 +这里提供的 `YOLOv5s` 和 `YOLOv8n` 和 `YOLO11n` 和 `YOLO26n` 三种模型,`YOLOv5s`模型更大,`YOLOv8n YOLO11n YOLO26n`速度快一点点, 精度按照官方数据来说`YOLO26n > YOLO11n > YOLOv8n > YOLOv5s`,可以实际测试根据自己的实际情况选择。 另外你也可以尝试`YOLOv8s`或者`YOLO11s`,帧率会低一些(比如 yolov8s_320x224 比 yolov8n_320x224 慢 10ms),准确率会比前两个都高,模型可以在上面提到的模型库下载到或者自己从`YOLO`官方仓库导出模型。 @@ -85,7 +86,7 @@ YOLO11: [https://maixhub.com/model/zoo/453](https://maixhub.com/model/zoo/453) 强烈建议先使用 MaixHub 在线训练模型,此种方式难度比较大,不建议新手一来就碰这个方式。 此种方式有些许默认你知道的知识文中不会提,遇到问题多上网搜索学习。 -请看 [离线训练YOLOv5模型](./customize_model_yolov5.md) 或者 [离线训练 YOLOv8/YOLO11 模型](./customize_model_yolov8.md) +请看 [离线训练YOLOv5模型](./customize_model_yolov5.md) 或者 [离线训练 YOLOv8/YOLO11/YOLO26 模型](./customize_model_yolov8.md) ## 附录:80分类 diff --git a/examples/vision/ai_vision/nn_yolo26_detect.py b/examples/vision/ai_vision/nn_yolo26_detect.py new file mode 100644 index 00000000..aaa1dda7 --- /dev/null +++ b/examples/vision/ai_vision/nn_yolo26_detect.py @@ -0,0 +1,20 @@ +from maix import camera, display, image, nn, app,time + +detector = nn.YOLO26(model="/root/yolo26n.mud", dual_buff=False) +cam = camera.Camera(detector.input_width(), detector.input_height(), detector.input_format()) +disp = display.Display() + +while not app.need_exit(): + img = cam.read() + + time.fps_start() + objs = detector.detect(img, conf_th=0.5, iou_th=0.45) + fps = time.fps() + print(f"time: {1000/fps:.02f}ms, fps: {fps:.02f}") + + for obj in objs: + img.draw_rect(obj.x, obj.y, obj.w, obj.h, color=image.COLOR_RED) + msg = f'{detector.labels[obj.class_id]}: {obj.score:.2f}' + img.draw_string(obj.x, obj.y, msg, color=image.COLOR_RED) + + disp.show(img) \ No newline at end of file