Methods › Computer Vision › Semantic Segmentation Models › EfficientDet
EfficientDet
Introduced by Mingxing Tan et al. in EfficientDet: Scalable and Efficient Object Detection
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
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 archive 2025-07-28
30 shown of 38, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Money Recognition for the Visually Impaired: A Case Study on Sri Lankan Banknotes 20 Feb 2025 · 0 repositories · arXiv:2502.14267
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One-Stage-TFS: Thai One-Stage Fingerspelling Dataset for Fingerspelling Recognition Frameworks 5 Nov 2024 · 0 repositories · arXiv:2411.02768
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A Comparative Study of Multiple Deep Learning Algorithms for Efficient Localization of Bone Joints in the Upper Limbs of Human Body 28 Oct 2024 · 1 repository · arXiv:2410.20639
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SparseTem: Boosting the Efficiency of CNN-Based Video Encoders by Exploiting Temporal Continuity 28 Oct 2024 · 0 repositories · arXiv:2410.20790
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EITNet: An IoT-Enhanced Framework for Real-Time Basketball Action Recognition 13 Oct 2024 · 0 repositories · arXiv:2410.09954
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Benchmarking Deep Learning Models for Object Detection on Edge Computing Devices 25 Sep 2024 · 0 repositories · arXiv:2409.16808
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Scale-Invariant Object Detection by Adaptive Convolution with Unified Global-Local Context 17 Sep 2024 · 0 repositories · arXiv:2410.05274
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Enhancing Printed Circuit Board Defect Detection through Ensemble Learning 14 Sep 2024 · 0 repositories · arXiv:2409.09555
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Fused attention mechanism-based ore sorting network 5 May 2024 · 0 repositories · arXiv:2405.02785
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MelNet: A Real-Time Deep Learning Algorithm for Object Detection 31 Jan 2024 · 0 repositories · arXiv:2401.17972
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Traffic Cameras to detect inland waterway barge traffic: An Application of machine learning 5 Jan 2024 · 0 repositories · arXiv:2401.03070
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AI-Dentify: Deep learning for proximal caries detection on bitewing x-ray -- HUNT4 Oral Health Study 30 Sep 2023 · 0 repositories · arXiv:2310.00354
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Open Problems in Computer Vision for Wilderness SAR and The Search for Patricia Wu-Murad 26 Jul 2023 · 2 repositories · arXiv:2307.14527
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Overcoming the Limitations of Localization Uncertainty: Efficient & Exact Non-Linear Post-Processing and Calibration 15 Jun 2023 · 1 repository · arXiv:2306.08981
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DeepSeaNet: Improving Underwater Object Detection using EfficientDet 26 May 2023 · 0 repositories · arXiv:2306.06075
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Computer Vision for a Camel-Vehicle Collision Mitigation System 23 Jan 2023 · 0 repositories · arXiv:2301.09339
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Monocular Cyclist Detection with Convolutional Neural Networks 16 Jan 2023 · 0 repositories · arXiv:2303.11223
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Comparison Of Deep Object Detectors On A New Vulnerable Pedestrian Dataset 12 Dec 2022 · 2 repositories · arXiv:2212.06218
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Automated Medical Device Display Reading Using Deep Learning Object Detection 4 Oct 2022 · 0 repositories · arXiv:2210.01325
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Open-source tool for Airway Segmentation in Computed Tomography using 2.5D Modified EfficientDet: Contribution to the ATM22 Challenge 29 Sep 2022 · 1 repository · arXiv:2209.15094
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Localization and Classification of Parasitic Eggs in Microscopic Images Using an EfficientDet Detector 3 Aug 2022 · 0 repositories · arXiv:2208.01963
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RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network 28 Jun 2022 · 1 repository · arXiv:2206.14098Syntology ran 3 of 3 samples · 0 unverified
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FrameHopper: Selective Processing of Video Frames in Detection-driven Real-Time Video Analytics 22 Mar 2022 · 0 repositories · arXiv:2203.11493
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COVID-19 Detection Using CT Image Based On YOLOv5 Network 24 Jan 2022 · 0 repositories · arXiv:2201.09972
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Enabling Verification of Deep Neural Networks in Perception Tasks Using Fuzzy Logic and Concept Embeddings 3 Jan 2022 · 0 repositories · arXiv:2201.00572
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Virtuoso: Video-based Intelligence for real-time tuning on SOCs 24 Dec 2021 · 0 repositories · arXiv:2112.13076
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Remote Sensing Image Super-resolution and Object Detection: Benchmark and State of the Art 5 Nov 2021 · 0 repositories · arXiv:2111.03260
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Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation 27 May 2021 · 0 repositories · arXiv:2105.12971
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Waste detection in Pomerania: non-profit project for detecting waste in environment 12 May 2021 · 1 repository · arXiv:2105.06808
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Skip-Convolutions for Efficient Video Processing 23 Apr 2021 · 1 repository · arXiv:2104.11487
Tasks archive 2025-07-28
20 shown of 56 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections