Hi,
I am an engineer specializing in computer vision and machine learning. I have done many projects related to computer vision and video analytics using image processing and deep learning. Some of the projects I have done are smart surveillance, action detection, face recognition, facial attribute detection, person re-identification, human parsing, segmentation, object detection and tracking, etc.
I have dealt with the problem of unbalanced datasets in many cases, where I used custom data generators with data augmentations, transformations to overcome this. On top of that, I have a very good knowledge about image processing, deep learning and mathematics. Moreover I am very good with python,C++ programming and familiar with libraries such as Keras, Tensorflow, Pytorch, OpenCV (Python/C++), numpy, dlib, sklearn, etc which are necessary in the development process.
I am sure, with my knowledge, experience and resources, I can complete this task successfully. I would like to discuss more details over chat.
Regards,
Dilina.