全志异核多构 AI智能视觉V853开发板测评 - v853 YOLO v5 量化->安装yoloV5

IC爬虫

全志异核多构 AI智能视觉V853开发板测评 - v853 YOLO v5 量化->安装yoloV5 [复制链接]

 

# v853 YOLO v5 量化安装yoloV5 在量化yolov5 模型时，需要用onnx-simplifier转换模型，转换后的模型不一定可以用，需要验证一下。这里就使用 YOLOv5 源码提供的 detect.py 测试转换后的 onnx 模型； ## 3.1 安装yolo V5 * `git clone https://github.com/ultralytics/yolov5` * `cd yolov5` * 安装依赖`pip3 install -r requirements.txt` ## 3.2 使用yolo v5源码中的detect.py测试onnxsim处理过的模型 * `cd yolov5` * `python3 detect.py --weights ../yolov5s-sim.onnx --source data/images/bus.jpg --conf-thres 0.5` * 处理结果如下 <ignore_js_op> <img style="cursor:pointer;" id="aimg_666577" aid="666577" src="static/image/common/none.gif" onclick="zoom(this, this.getAttribute('zoomfile'), 0, 0, '0')" zoomfile="data/attachment/forum/202212/22/215210z1dce1d1q1zjp0c3.png" file="data/attachment/forum/202212/22/215210z1dce1d1q1zjp0c3.png.thumb.jpg" inpost="1" onmouseover="showMenu({'ctrlid':this.id,'pos':'12'})" /> <div class="tip tip_4 aimg_tip" id="aimg_666577_menu" style="position: absolute; display: none" disautofocus="true"> <div class="xs0"> <p><strong>detect_yolov5-sim-error.png</strong> <em class="xg1">(82.66 KB, 下载次数: 0)</em></p> <p> <a href="javascript:;" class="loginf" >下载附件</a> <a href="javascript:;" onclick="showWindow(this.id, this.getAttribute('url'), 'get', 0);" id="savephoto_666577" url="home.php?mod=spacecp&ac=album&op=saveforumphoto&aid=666577&handlekey=savephoto_666577">保存到相册</a> </p> <p class="xg1 y">2022-12-22 21:52 上传</p> </div> <div class="tip_horn"></div> </div> </ignore_js_op> * 执行完后执行结果保存到`runs/detect/exp` * 可以看到输出结果还是非常精确的，模型确认没有问题 <ignore_js_op> <img style="cursor:pointer;" id="aimg_666576" aid="666576" src="static/image/common/none.gif" onclick="zoom(this, this.getAttribute('zoomfile'), 0, 0, '0')" zoomfile="data/attachment/forum/202212/22/215210yeo2celkrocdodmd.jpg" file="data/attachment/forum/202212/22/215210yeo2celkrocdodmd.jpg.thumb.jpg" inpost="1" onmouseover="showMenu({'ctrlid':this.id,'pos':'12'})" /> <div class="tip tip_4 aimg_tip" id="aimg_666576_menu" style="position: absolute; display: none" disautofocus="true"> <div class="xs0"> <p><strong>bus.jpg</strong> <em class="xg1">(162.14 KB, 下载次数: 0)</em></p> <p> <a href="javascript:;" class="loginf" >下载附件</a> <a href="javascript:;" onclick="showWindow(this.id, this.getAttribute('url'), 'get', 0);" id="savephoto_666576" url="home.php?mod=spacecp&ac=album&op=saveforumphoto&aid=666576&handlekey=savephoto_666576">保存到相册</a> </p> <p class="xg1 y">2022-12-22 21:52 上传</p> </div> <div class="tip_horn"></div> </div> </ignore_js_op> ### 3.2.1如果执行上面操作过程中出现`ImportError: cannot import name 'ParserError' from 'dateutil.parser'`错误的解决方案 <ignore_js_op> <img style="cursor:pointer;" id="aimg_666575" aid="666575" src="static/image/common/none.gif" onclick="zoom(this, this.getAttribute('zoomfile'), 0, 0, '0')" zoomfile="data/attachment/forum/202212/22/215208jul3p6vfrw6zkkl3.png" file="data/attachment/forum/202212/22/215208jul3p6vfrw6zkkl3.png.thumb.jpg" inpost="1" onmouseover="showMenu({'ctrlid':this.id,'pos':'12'})" /> <div class="tip tip_4 aimg_tip" id="aimg_666575_menu" style="position: absolute; display: none" disautofocus="true"> <div class="xs0"> <p><strong>detect_yolov5-sim.png</strong> <em class="xg1">(68.58 KB, 下载次数: 0)</em></p> <p> <a href="javascript:;" class="loginf" >下载附件</a> <a href="javascript:;" onclick="showWindow(this.id, this.getAttribute('url'), 'get', 0);" id="savephoto_666575" url="home.php?mod=spacecp&ac=album&op=saveforumphoto&aid=666575&handlekey=savephoto_666575">保存到相册</a> </p> <p class="xg1 y">2022-12-22 21:52 上传</p> </div> <div class="tip_horn"></div> </div> </ignore_js_op> * `pip3 install python-dateutil` * `pip3 install --upgrade python-dateutil`

wangerxian

yolo v5算是比较经典的图像识别库了。

freebsder

谢谢分享，一直在跟，一直没看懂，哈哈。

IC爬虫

freebsder 发表于 2022-12-23 16:54 谢谢分享，一直在跟，一直没看懂，哈哈。

有问题可以跟贴交流