定制化图像开放平台使用教程
goJhou 发布于2017-12 浏览:9077 回复:20
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定制化图像开放平台(http://ai.baidu.com/customize/common/welcome)

  支持自定义训练图像识别模型。通过在可视化的平台上提交少量测试数据,经过1-2天的训练周期,即可以得到属于自己的模型。同时我们提供标准的模型上线工具,开发者或者企业用户可以快速申请获得API接口。

欢迎免费体验测试:

总体流程:①创建模型 — ②训练模型 — ③模型上线 — ④拓展训练

1. 创建模型:登录百度账号后提交基础信息,点击“创建模型”,填写模型名称和使用场景,即可开始创建模型。

2. 训练模型:上传训练图片压缩包,开始训练。训练完成后会得到模型的初步评估结果,模型状态可从“我的模型”中查看。训练图片的要求见文档底部注意事项。

3.模型上线: “训练完成”的模型即可申请模型上线。

 

 

预计一周左右可完成训练,上线后在“我的模型”查看“上线详情”,获得专有的定制图像识别API,同时参考API文档(http://ai.baidu.com/docs#/ImageClassify-API/top)即可正常使用。

 

 

 

4. 扩展训练:后续如有识别类型扩展的需求,可以进入“我的模型”,选择需要拓展的模型,选择“扩充”,继续上传新的压缩包,进行训练。

 

 

注意事项:

  •  样本组织流程:①梳理最细粒度识别目标list — ②采集或整理训练样本
  •  训练样本要求:为保证训练效果,尽可能提交实际业务中需要识别的图片作为训练集,同时尽可能覆盖不同光线、不同角度、不同背景的样本图片。
  •  上传要求如下:

        ① 将待训练图片存放至对应分类的文件夹中,建议每个分类至少上传100张,图片格式要求为jpg、png、bmp、jpeg,大小1M左右,长宽比适宜。

        ② 文件夹需要以实际业务场景使用的相应分类结果来命名,至少需要上传2个分类文件夹投入训练(如果实际业务场景中需要识别出“其他”类结果,请以其他作为单独一个文件夹补充训练集上传)

        ③ 分类文件夹整体压缩,以.zip格式上传,单次上传压缩包需要在500M以内;

        ④ 将压缩包上传至训练平台,同一训练集最多支持10个压缩包。

        ⑤ 注意,数据质量将直接影响训练效果,请提前检查上传文件中是否有损坏、图片及压缩包格式是否正确。

 

  •  训练方式:所有上传图片中70%作为训练集,30%作为校验训练效果集
  •  训练失败原因说明:

      训练失败的可能原因如下:

  •      提交训练文件有损坏
  •      提交训练集无文件夹(比如提交一批散乱的图片)
  •      提交压缩包无法解压(比如上传一半异常关闭浏览器导致压缩包不完整、压缩包格式有误)
  •      提交图片格式有误
  •      提交训练集只有1个分类文件夹
  •      其他异常请加入qq群:649285136咨询了解

 训练模型如何调优:

  •  补充训练集图片量
  •  优化图片质量。
  •  优化训练集分类规则
  •  如有针对性调优或疑问可加入qq群:649285136 咨询了解
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0
#22goJhou回复于2018-01
#21 dffd555回复
为什么我老是训练失败啊,我找不到原因,有人可以帮忙解答一下吗?谢谢了

我例举了可能失败的原因,复查下

0
#21dffd555回复于2018-01

为什么我老是训练失败啊,我找不到原因,有人可以帮忙解答一下吗?谢谢了

1
#20goJhou回复于2018-01
#19 起心动念处惊雷回复
验证失败,请刷新页面重试。总是出现这样的提示。

麻烦提交个工单让技术人员看看这块问题的原因

0
#19起心动念处惊雷回复于2018-01

验证失败,请刷新页面重试。总是出现这样的提示。

0
#18起心动念处惊雷回复于2018-01

验证模型老是失败。

0
#17dafeng880回复于2018-01

就想问问,训练出来的API就我自己能用,还是百度也能用,还是百度可以开放出来大家都能用?

0
#16静心之王回复于2018-01

不错不错,学习了~

0
#15zr0519回复于2017-12

厉害了,跪拜

0
#14meihysmile回复于2017-12

干货啊

0
#13卡农LLLL回复于2017-12

又看了一遍...一到两周的痛点还是莫名的喜剧.^_^

0
#12挖掘技术在魔都回复于2017-12

不错不错,注意事项值得学习

0
#11goJhou回复于2017-12
#10 haianqianxun回复
训练完成以后的模型可以下载吗

在线的模型。离线化要走工单问下官方人员看看

0
#10haianqianxun回复于2017-12

训练完成以后的模型可以下载吗

0
#9卡农LLLL回复于2017-12
该评论已删除

你要去学版规了...这样是不行的.

1
#6libin先生回复于2017-12

好棒!

1
#5goJhou回复于2017-12
#4 卡农LLLL回复
楼主会的东西真多..这好干货.

面包会有的~城堡会有的~

2
#4卡农LLLL回复于2017-12

楼主会的东西真多..这好干货.

1
#3goJhou回复于2017-12
#2 melissayoung回复
注意事项很干货啊,不过平台功能还有点简单,期待支持更多模型~

面包会有的~

2
#2melissayoung回复于2017-12

注意事项很干货啊,不过平台功能还有点简单,期待支持更多模型~

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