全志异核多构 AI智能视觉V853开发板测评 - V853 YOLO V3测试

IC爬虫

全志异核多构 AI智能视觉V853开发板测评 - V853 YOLO V3测试 [复制链接]

 

# V853 YOLO V3 测试 V853 SDK 提供了基于这款芯片NPU 加速的YOLO V3的测试例程，具体请参考这个教程：[yolo v3 教程](https://v853.docs.aw-ol.com/npu/npu_demo/) ## 测试过程 * 使用`make menuconfig`选中YOLO V3的相关配置 <ignore_js_op> <img style="cursor:pointer;" id="aimg_649302" aid="649302" src="static/image/common/none.gif" onclick="zoom(this, this.getAttribute('zoomfile'), 0, 0, '0')" zoomfile="data/attachment/forum/202210/19/233108ey5c7855orafz4f1.jpg" file="data/attachment/forum/202210/19/233108ey5c7855orafz4f1.jpg.thumb.jpg" inpost="1" onmouseover="showMenu({'ctrlid':this.id,'pos':'12'})" /> <div class="tip tip_4 aimg_tip" id="aimg_649302_menu" style="position: absolute; display: none" disautofocus="true"> <div class="xs0"> <p><strong>yolo-config.jpg</strong> <em class="xg1">(92.54 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_649302" url="home.php?mod=spacecp&ac=album&op=saveforumphoto&aid=649302&handlekey=savephoto_649302">保存到相册</a> </p> <p class="xg1 y">2022-10-19 23:31 上传</p> </div> <div class="tip_horn"></div> </div> </ignore_js_op> * 编译打包后烧入固件，这部分和请直接参考openmWRT的固件编译 * 使用adb 命令将需要测试的图片push到板子上，在PC上使用命令`adb push dog_p.jpg root` <ignore_js_op> <img style="cursor:pointer;" id="aimg_649305" aid="649305" src="static/image/common/none.gif" onclick="zoom(this, this.getAttribute('zoomfile'), 0, 0, '0')" zoomfile="data/attachment/forum/202210/19/233109trxcpab4dvpak1ss.jpg" file="data/attachment/forum/202210/19/233109trxcpab4dvpak1ss.jpg.thumb.jpg" inpost="1" onmouseover="showMenu({'ctrlid':this.id,'pos':'12'})" /> <div class="tip tip_4 aimg_tip" id="aimg_649305_menu" style="position: absolute; display: none" disautofocus="true"> <div class="xs0"> <p><strong>yolo-push.jpg</strong> <em class="xg1">(10.86 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_649305" url="home.php?mod=spacecp&ac=album&op=saveforumphoto&aid=649305&handlekey=savephoto_649305">保存到相册</a> </p> <p class="xg1 y">2022-10-19 23:31 上传</p> </div> <div class="tip_horn"></div> </div> </ignore_js_op> * 我使用的图片如下： <ignore_js_op> <img style="cursor:pointer;" id="aimg_649306" aid="649306" src="static/image/common/none.gif" onclick="zoom(this, this.getAttribute('zoomfile'), 0, 0, '0')" zoomfile="data/attachment/forum/202210/19/233902mxpdsv0hnzk1udhn.jpg" file="data/attachment/forum/202210/19/233902mxpdsv0hnzk1udhn.jpg.thumb.jpg" inpost="1" onmouseover="showMenu({'ctrlid':this.id,'pos':'12'})" /> <div class="tip tip_4 aimg_tip" id="aimg_649306_menu" style="position: absolute; display: none" disautofocus="true"> <div class="xs0"> <p><strong>dog_p.jpg</strong> <em class="xg1">(24.47 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_649306" url="home.php?mod=spacecp&ac=album&op=saveforumphoto&aid=649306&handlekey=savephoto_649306">保存到相册</a> </p> <p class="xg1 y">2022-10-19 23:39 上传</p> </div> <div class="tip_horn"></div> </div> </ignore_js_op> * 使用YOLO V3算法测试图片,命令` yolov3 /etc/models/yolov3_model.nb dog_p.jpg`，单张图片耗时200MS左右，执行的结果如下： <ignore_js_op> <img style="cursor:pointer;" id="aimg_649307" aid="649307" src="static/image/common/none.gif" onclick="zoom(this, this.getAttribute('zoomfile'), 0, 0, '0')" zoomfile="data/attachment/forum/202210/19/234814vluibr0vbi0mubrr.jpg" file="data/attachment/forum/202210/19/234814vluibr0vbi0mubrr.jpg.thumb.jpg" inpost="1" onmouseover="showMenu({'ctrlid':this.id,'pos':'12'})" /> <div class="tip tip_4 aimg_tip" id="aimg_649307_menu" style="position: absolute; display: none" disautofocus="true"> <div class="xs0"> <p><strong>yolo-test-result.jpg</strong> <em class="xg1">(80.39 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_649307" url="home.php?mod=spacecp&ac=album&op=saveforumphoto&aid=649307&handlekey=savephoto_649307">保存到相册</a> </p> <p class="xg1 y">2022-10-19 23:48 上传</p> </div> <div class="tip_horn"></div> </div> </ignore_js_op> * 使用adb 将测试的图片下载到本地，在PC上使用命令`adb pull /root/yolo_v3_output.bmp` <ignore_js_op> <img style="cursor:pointer;" id="aimg_649303" aid="649303" src="static/image/common/none.gif" onclick="zoom(this, this.getAttribute('zoomfile'), 0, 0, '0')" zoomfile="data/attachment/forum/202210/19/233108stkohhtt2h6eathx.jpg" file="data/attachment/forum/202210/19/233108stkohhtt2h6eathx.jpg.thumb.jpg" inpost="1" onmouseover="showMenu({'ctrlid':this.id,'pos':'12'})" /> <div class="tip tip_4 aimg_tip" id="aimg_649303_menu" style="position: absolute; display: none" disautofocus="true"> <div class="xs0"> <p><strong>yolo-pull.jpg</strong> <em class="xg1">(15.97 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_649303" url="home.php?mod=spacecp&ac=album&op=saveforumphoto&aid=649303&handlekey=savephoto_649303">保存到相册</a> </p> <p class="xg1 y">2022-10-19 23:31 上传</p> </div> <div class="tip_horn"></div> </div> </ignore_js_op> * 结果图如下： <ignore_js_op> <img style="cursor:pointer;" id="aimg_649304" aid="649304" src="static/image/common/none.gif" onclick="zoom(this, this.getAttribute('zoomfile'), 0, 0, '0')" zoomfile="data/attachment/forum/202210/19/233108hk4vy4w0ddywy4yx.jpg" file="data/attachment/forum/202210/19/233108hk4vy4w0ddywy4yx.jpg.thumb.jpg" inpost="1" onmouseover="showMenu({'ctrlid':this.id,'pos':'12'})" /> <div class="tip tip_4 aimg_tip" id="aimg_649304_menu" style="position: absolute; display: none" disautofocus="true"> <div class="xs0"> <p><strong>yolo_v3_output.jpg</strong> <em class="xg1">(26.91 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_649304" url="home.php?mod=spacecp&ac=album&op=saveforumphoto&aid=649304&handlekey=savephoto_649304">保存到相册</a> </p> <p class="xg1 y">2022-10-19 23:31 上传</p> </div> <div class="tip_horn"></div> </div> </ignore_js_op>

Honghuzaitian

全志现在开发资源开源情况怎么样？生态完善否？

IC爬虫

Honghuzaitian 发表于 2022-10-20 11:21 全志现在开发资源开源情况怎么样？生态完善否？

开源了SDK，不过有些资料需要签NDA才提供，比如ISP 调试工具和文档

freebsder

建立网络要1250ms？不太快呀。

IC爬虫

freebsder 发表于 2022-10-20 19:01 建立网络要1250ms？不太快呀。

那个是载入模型，只是初始时载入一次就行了

Honghuzaitian

IC爬虫 发表于 2022-10-20 16:41 开源了SDK，不过有些资料需要签NDA才提供，比如ISP 调试工具和文档

那普通爱好者很难玩得动啊，为啥国内厂商都不喜欢开放资料呢

IC爬虫

Honghuzaitian 发表于 2022-10-21 10:30 那普通爱好者很难玩得动啊，为啥国内厂商都不喜欢开放资料呢

如果玩过海思之类的芯片，玩这个问题不大

Honghuzaitian

IC爬虫 发表于 2022-10-21 10:36 如果玩过海思之类的芯片，玩这个问题不大

海思的片子没玩过，这种个人也能搞到玩吗？感觉大家玩的不多啊。

IC爬虫

Honghuzaitian 发表于 2022-10-22 18:22 海思的片子没玩过，这种个人也能搞到玩吗？感觉大家玩的不多啊。

可以的

这个片子比较新，淘宝可以买到芯片了

Honghuzaitian

IC爬虫 发表于 2022-10-22 18:30 可以的 这个片子比较新，淘宝可以买到芯片了

看了一下开发板价格也得大几百，顿时心疼起来，电子人烧钱啊