I am now trying to create an Android app where the app can detect a specific image or object using image processing.
Is there any specific software or tools that I can use in order to develop my program? Thanks.
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If you want pure 2D manipulation, have a look at OpenCV for Android:
If AugmentedReality is what you're looking for, here is a list of SDKs: