Description
EfficientDet is a type of object detection model, which utilizes several optimization and backbone tweaks, such as the use of a BiFPN, and a compound scaling method that uniformly scales the resolution,depth and width for all backbones, feature networks and box/class prediction networks at the same time.
Papers Using This Method
Money Recognition for the Visually Impaired: A Case Study on Sri Lankan Banknotes2025-02-20One-Stage-TFS: Thai One-Stage Fingerspelling Dataset for Fingerspelling Recognition Frameworks2024-11-05SparseTem: Boosting the Efficiency of CNN-Based Video Encoders by Exploiting Temporal Continuity2024-10-28A Comparative Study of Multiple Deep Learning Algorithms for Efficient Localization of Bone Joints in the Upper Limbs of Human Body2024-10-28EITNet: An IoT-Enhanced Framework for Real-Time Basketball Action Recognition2024-10-13Benchmarking Deep Learning Models for Object Detection on Edge Computing Devices2024-09-25Scale-Invariant Object Detection by Adaptive Convolution with Unified Global-Local Context2024-09-17Enhancing Printed Circuit Board Defect Detection through Ensemble Learning2024-09-14Fused attention mechanism-based ore sorting network2024-05-05MelNet: A Real-Time Deep Learning Algorithm for Object Detection2024-01-31Traffic Cameras to detect inland waterway barge traffic: An Application of machine learning2024-01-05AI-Dentify: Deep learning for proximal caries detection on bitewing x-ray -- HUNT4 Oral Health Study2023-09-30Open Problems in Computer Vision for Wilderness SAR and The Search for Patricia Wu-Murad2023-07-26Overcoming the Limitations of Localization Uncertainty: Efficient & Exact Non-Linear Post-Processing and Calibration2023-06-15DeepSeaNet: Improving Underwater Object Detection using EfficientDet2023-05-26Computer Vision for a Camel-Vehicle Collision Mitigation System2023-01-23Monocular Cyclist Detection with Convolutional Neural Networks2023-01-16Comparison Of Deep Object Detectors On A New Vulnerable Pedestrian Dataset2022-12-12Automated Medical Device Display Reading Using Deep Learning Object Detection2022-10-04Open-source tool for Airway Segmentation in Computed Tomography using 2.5D Modified EfficientDet: Contribution to the ATM22 Challenge2022-09-29