Object Detection

Active Learning: A Smart Vaccine for the Modern Machine learning Problems

Machine Learning Reality Check In the Machine Learning World or broadly in the AI Universe, the colonists such as Data Scientists, Machine Learning Engineers, Deep Learning Specialist are coached towards a belief i.e. “More Training Data Means Highly Accurate Production Model“. Which to some extent is unavoidably true but predominately it’s also a fact, that …

Active Learning: A Smart Vaccine for the Modern Machine learning Problems Read More »

Smuggle It : An Annotation Datasheet for labeling your next Object Detection Dataset

Introduction Object Detection in the most fundamental way allows Computer Vision algorithms to boldly answer one question i.e. “what objects are where“. Consequently, the Computer Vision systems or the Deep Learning Models need accurately labeled datasets to consistently answer the same question to a variety of object classes. Even it’s quite seen that often the …

Smuggle It : An Annotation Datasheet for labeling your next Object Detection Dataset Read More »

Why NeuralMarker: Platform for Training Data Annotation for Deep Learning

Why NeuralMarker? ‍ In the last 5 years, I have seen dozens of Deep Learning projects which made into production. Every time, we were able to push the models in production, we always followed more or less similar process. It had more to do with training data than the algorithm. It was always painful and …

Why NeuralMarker: Platform for Training Data Annotation for Deep Learning Read More »