Pill counting as an alternative capstone challenge
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- 一周以上
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首先阅读链接课程页面上的当前 Capstone Challenge，并将其与拟议的药丸计数示例进行比较。确定是否存在合适的公共数据集以及适当的课程范围；当明确指定了一个具体、可维护的替代挑战，并提供可用图像和清晰的学习目标时，即视为完成。
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描述
How could the content be improved?
Hello everyone,
This issue is just an idea and possible improvement or alternative to the Capstone Challenge.
I recently ran into pill counting via images for pharmaceutical purposes. To get an idea, see this video. In summary, we would like to count pills/capsules from an image for a prescription. I feel that this application would be somewhat more relatable and more understandable for anyone compared to the bacteria colony challenge we currently have.
At the same time, it could also be easily extended for more advanced segmentation tasks. For example, it could be used to detect fragmented (i.e. broken/incomplete) pills (like shown here) or also pills of different color or shape.
I even found an Android app that could be used to show the application here.
The only downside is that I didn't (easily) find any public dataset that we could readily use, although I don't think it would be hard to actually take some pictures with a smartphone.
Which part of the content does your suggestion apply to?
https://datacarpentry.github.io/image-processing/09-challenges.html
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datacarpentry/image-processing 的其他 Issue
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type:discussion type:enhancement
难度 2/5 1-3 小时 新手友好度 68/100
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datacarpentry/image-processing#371 · 4 条评论 · 已指派 1 人 ·
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datacarpentry/image-processing#370 · 1 条评论 · 已指派 1 人 ·
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datacarpentry/image-processing#369 · 已指派 2 人 ·
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help wanted type:enhancement
难度 3/5 1-2 天 新手友好度 68/100
datacarpentry/image-processing#368 · 3 条评论 ·
查看 datacarpentry/image-processing 的全部 Issue
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