Wrote automated annotation scripts in Python that increased efficiency for human annotators by ~25%
Wrote scripts in Python that provided insights on our dataset (e.g. Dominant color distribution and object size distribution)
Trained convolutional neural network model (YOLOv3) to detect objects of interest in images and videos – this model is currently being used in company’s flagship video analytics software: PIXL