ragnariock / pill-detection-yolov3 Goto Github PK

Detection of Pills from images and video. Below you can see the sample detected image.

Images are labeled by Open Labeling Tool.
Click here for labeled dataset

Here is the python script that splits 90% training and 10% test data. You will have train.txt and test.txt files. Each file has image paths.

• obj.data (information about number of classes and file paths)
• obj.names (class names)
• yolov3.cfg (editing number of classes and filters)

Since we have 1 class (Pill (turkish meaning: ilac)) our filter must be 18 according to formula.

You need to create a folder shown in that image.

Click here for my Google Drive folder.

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• Github Repo