Classify the desired instance's location, size, and class automatically and create labeling information with deep learning. Label dataset required for computer vision fields such as Autonomous driving, drone, retail, face recognition, etc. Production time, cost, and quality are better compared to manual labeling. This is possible by having humans and AI collaborate with deep learning in the labeling and validation process.