I am an expert with a PhD in deep learning for computer vision from INRIA ( National institute for Computer science ) in France. I provide professional and detailed services for the development of large-scale computer vision systems. My expertise primarily lies in large-scale object detection systems although I am equally well-versed in problems related to action recognition and multi-object tracking.
I currently conduct research in the field of training computer vision systems with weakly-supervised training regimens. Some of my major achievements include :
a) Training and deploying a large-scale pedestrian system for a consortium of European car companies as part of my PhD.
b) Designing and deploying a large-scale multi-object tracking system during my Post-Doctoral research.
c) Designing ultra-fast pedestrian detection systems ( with frame rates of ~40 images per second while having a miss rate of ~3.99% ).
My primary skills in terms of software lies in TensorFlow and PyTorch.