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object detection of small insects

Hi

I am trying to detect objects (many small insects Ex:bugs) in the given image (having various dusts, leaves, etc...) & highlight those detected objects in red boxes. Tried with various methods like 1. Canny 2. findContours 3. matchShapes (using reference insect/bugs images) 4. rectangle (if matchShapes output < threshold)

But results are not impressive.

Attached the original input and expected output images. Please let me know if anyone achieved this.

object detection of small insects

Hi

I am trying to detect objects (many small insects Ex:bugs) in the given image (having various dusts, leaves, etc...) & highlight those detected objects in red boxes. Tried with various methods like 1. dilate 2. Canny 2. 3. findContours 3. 4. matchShapes (using reference insect/bugs images) 4. 5. rectangle (if matchShapes output < threshold)

But results are not impressive.

Attached the original input and Original input, expected output images. images & my code are here, https://www.dropbox.com/sh/c84sc0p524oacgz/AACq6nm-IiPfCr9rFPai9RcDa?dl=0.

Please let me know if anyone achieved this.