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Efficient and correct object detection has been a crucial topic within the advancement of laptop vision systems. With the appearance of deep learning techniques, the accuracy for object detection has inflated drastically. The project aims to include progressive technique for object detection with the goal of achieving high accuracy with a period performance. a significant challenge in mologyany of the article detection systems is that the dependency on different laptop vision techniques for serving to the deep learning primarily based approach, that results in slow and non-optimal performance. during this project, we have a tendency to use a very deep learning primarily based approach to resolve the matter of object detection in Associate in Nursing end-to-end fashion. The network is trained on the foremost difficult publically obtainable dataset , on that a object detection challenge is conducted annually. The ensuing system is quick and correct, therefore aiding those applications that need object detection.