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Problem detecting shapes


I have some trouble detecting/extracting some shapes from this image. When I try to find blobs, I can only find the background, not the bits of tape. Can someone please tell me the best way to extract the shapes formed by the bits of tape in the image provided?

This is just a test to familiarize myself with SimpleCV. Ultimately I will try to detect yellow lines and determine their angle etc. for localization.

Thanks in advance!