Counting Machine Washer Parts Dec 27, 2021 PDF Code Video Machine Washer Part Density Predictions Extended density-map estimation based FamNet to count highly-occluded machine parts with a novel mismatch loss component, achieving a performance of 1.96 MAE (90% decrease from image processing baseline) on the challenge dataset. ML Benedict Florance Arockiaraj ML Engineer My research interests are at the juncture of deep learning and computer vision.