Essays about: "EfficientDet"

Found 2 essays containing the word EfficientDet.

  1. 1. Thermal human detection for Search & Rescue UAVs

    University essay from KTH/Maskinkonstruktion (Inst.)

    Author : Tobias Wiklund-Oinonen; [2022]
    Keywords : Mechatronics; drone; object detection; search rescue; thermal camera; UAV; SAR; YOLO; EfficientDet; TensorFlow; Mekatronik; drönare; värmekamera; räddningsuppdrag; UAV; SAR; YOLO; EfficientDet; TensorFlow;

    Abstract : Unmanned Aerial Vehicles (UAVs) could play an important role in Search & Rescue (SAR) operations thanks to their ability to cover large, remote, or inaccessible search areas quickly without putting any personnel at risk. As UAVs are becoming autonomous, the problem of identifying humans in a variety of conditions can be solved with computer vision implemented with a thermal camera. READ MORE

  3. 2. MobilePose: Real-Time 3D Hand Pose Estimation from a Single RGB Image

    University essay from Lunds universitet/Matematik LTH

    Author : David Larsson; Sofie Hellmark; [2020]
    Keywords : 3D hand pose estimation; real-time; Convolutional neural networks; Image analysis; Machine learning; AR; Mathematics and Statistics;

    Abstract : Estimating 3D hand poses from RGB images is a challenging task. In this work we construct efficient neural networks to regress sparse 3D skeletons consisting of 21 keypoints in the hand. Additionally heatmaps are regressed to locate the keypoints in 2D. READ MORE