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xinario / chestViewSplit

Automatically split the chest x-ray into two views
Apache License 2.0
18 stars 7 forks source link

Misclassification child chest X-Ray #1

Closed auriml closed 5 years ago

auriml commented 6 years ago

Hi, I have forked your project to adapt it to python 3.6.1 and pytorch 0.3.1 and try classifying images in other formats (different sizes and uint16). I have uploaded a sample of the new images in https://github.com/auriml/chestViewSplit and implemented a custom loader. It works as expected as far as I have tested it except for this child chest X-ray chestViewSplit/chest_xray/chest_xray_new/7wa3ao.png . Any hint? Thanks!!

xinario commented 6 years ago

My gut feeling is the large padding around the image due to the small size of the child. In my training data got from openi, many side view X-rays have larger padding than front view ones.

So Just try to remove the padding and test it again to see how it performs.