Methods › Computer Vision › Object Detection Models › YOLOv8 › Papers, page 2
You Only Look Once
YOLOv8
Papers archive 2025-07-28
archive papers tagged: 254 · with a code link: 69 · where Syntology ran a sample: 3 (3 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (3 of 254 tagged: 3 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument)
Page 2 of 3: papers 101 to 200 of 254, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Innovative Deep Learning Techniques for Obstacle Recognition: A Comparative Study of Modern Detection Algorithms 14 Oct 2024 · 0 repositories · arXiv:2410.10096
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Underutilized land and sustainable development: effects on employment, economic output, and mitigation of CO2 emissions 11 Oct 2024 · 0 repositories · arXiv:2410.09136
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Mero Nagarikta: Advanced Nepali Citizenship Data Extractor with Deep Learning-Powered Text Detection and OCR 8 Oct 2024 · 0 repositories · arXiv:2410.05721
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Real-time Ship Recognition and Georeferencing for the Improvement of Maritime Situational Awareness 7 Oct 2024 · 0 repositories · arXiv:2410.04946
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Pediatric Wrist Fracture Detection Using Feature Context Excitation Modules in X-ray Images 1 Oct 2024 · 1 repository · arXiv:2410.01031
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Performance Evaluation of Deep Learning-based Quadrotor UAV Detection and Tracking Methods 30 Sep 2024 · 0 repositories · arXiv:2410.00285
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Training a Computer Vision Model for Commercial Bakeries with Primarily Synthetic Images 30 Sep 2024 · 0 repositories · arXiv:2409.20122
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YOLOv8-ResCBAM: YOLOv8 Based on An Effective Attention Module for Pediatric Wrist Fracture Detection 27 Sep 2024 · 1 repository · arXiv:2409.18826
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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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A novel open-source ultrasound dataset with deep learning benchmarks for spinal cord injury localization and anatomical segmentation 24 Sep 2024 · 1 repository · arXiv:2409.16441
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Real-Time Detection of Electronic Components in Waste Printed Circuit Boards: A Transformer-Based Approach 24 Sep 2024 · 0 repositories · arXiv:2409.16496
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MSDet: Receptive Field Enhanced Multiscale Detection for Tiny Pulmonary Nodule 21 Sep 2024 · 1 repository · arXiv:2409.14028
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EFA-YOLO: An Efficient Feature Attention Model for Fire and Flame Detection 19 Sep 2024 · 0 repositories · arXiv:2409.12635
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Automated Lesion Segmentation in Whole-Body PET/CT in a multitracer setting 15 Sep 2024 · 1 repository · arXiv:2409.09766
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Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 Model 14 Sep 2024 · 1 repository · arXiv:2409.09484
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Precision Aquaculture: An Integrated Computer Vision and IoT Approach for Optimized Tilapia Feeding 13 Sep 2024 · 1 repository · arXiv:2409.08695
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What is YOLOv9: An In-Depth Exploration of the Internal Features of the Next-Generation Object Detector 12 Sep 2024 · 0 repositories · arXiv:2409.07813
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A Semantic Segmentation Approach on Sweet Orange Leaf Diseases Detection Utilizing YOLO 10 Sep 2024 · 0 repositories · arXiv:2409.06671
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Replay Consolidation with Label Propagation for Continual Object Detection 9 Sep 2024 · 0 repositories · arXiv:2409.05650
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UAVDB: Trajectory-Guided Adaptable Bounding Boxes for UAV Detection 9 Sep 2024 · 1 repository · arXiv:2409.06490
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BFA-YOLO: A balanced multiscale object detection network for building façade attachments detection 6 Sep 2024 · 0 repositories · arXiv:2409.04025
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Toward a More Complete OMR Solution 31 Aug 2024 · 1 repository · arXiv:2409.00316
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What is YOLOv8: An In-Depth Exploration of the Internal Features of the Next-Generation Object Detector 28 Aug 2024 · 0 repositories · arXiv:2408.15857
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MMASD+: A Novel Dataset for Privacy-Preserving Behavior Analysis of Children with Autism Spectrum Disorder 27 Aug 2024 · 1 repository · arXiv:2408.15077
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KonvLiNA: Integrating Kolmogorov-Arnold Network with Linear Nyström Attention for feature fusion in Crop Field Detection 23 Aug 2024 · 0 repositories · arXiv:2408.13160
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Enhanced Infield Agriculture with Interpretable Machine Learning Approaches for Crop Classification 22 Aug 2024 · 0 repositories · arXiv:2408.12426
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NutrifyAI: An AI-Powered System for Real-Time Food Detection, Nutritional Analysis, and Personalized Meal Recommendations 20 Aug 2024 · 0 repositories · arXiv:2408.10532
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Evaluating Image-Based Face and Eye Tracking with Event Cameras 19 Aug 2024 · 0 repositories · arXiv:2408.10395
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Performance Evaluation of YOLOv8 Model Configurations, for Instance Segmentation of Strawberry Fruit Development Stages in an Open Field Environment 11 Aug 2024 · 0 repositories · arXiv:2408.05661
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Livestock Fish Larvae Counting using DETR and YOLO based Deep Networks 9 Aug 2024 · 0 repositories · arXiv:2408.05032
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Fall Detection for Industrial Setups Using YOLOv8 Variants 8 Aug 2024 · 0 repositories · arXiv:2408.04605
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SOD-YOLOv8 -- Enhancing YOLOv8 for Small Object Detection in Traffic Scenes 8 Aug 2024 · 1 repository · arXiv:2408.04786
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GUI Element Detection Using SOTA YOLO Deep Learning Models 7 Aug 2024 · 1 repository · arXiv:2408.03507
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PaveCap: The First Multimodal Framework for Comprehensive Pavement Condition Assessment with Dense Captioning and PCI Estimation 7 Aug 2024 · 1 repository · arXiv:2408.04110
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Underwater litter monitoring using consumer-grade aerial-aquatic speedy scanner (AASS) and deep learning based super-resolution reconstruction and detection network 7 Aug 2024 · 0 repositories · arXiv:2408.03564
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CAF-YOLO: A Robust Framework for Multi-Scale Lesion Detection in Biomedical Imagery 4 Aug 2024 · 1 repository · arXiv:2408.01897
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PanicleNeRF: low-cost, high-precision in-field phenotypingof rice panicles with smartphone 4 Aug 2024 · 0 repositories · arXiv:2408.02053
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Enhanced Self-Checkout System for Retail Based on Improved YOLOv10 31 Jul 2024 · 0 repositories · arXiv:2407.21308
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A Comparative Analysis of YOLOv5, YOLOv8, and YOLOv10 in Kitchen Safety 30 Jul 2024 · 0 repositories · arXiv:2407.20872
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A Model Generalization Study in Localizing Indoor Cows with COw LOcalization (COLO) dataset 29 Jul 2024 · 0 repositories · arXiv:2407.20372
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Octave-YOLO: Cross frequency detection network with octave convolution 29 Jul 2024 · 0 repositories · arXiv:2407.19746
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A Framework for Pupil Tracking with Event Cameras 23 Jul 2024 · 0 repositories · arXiv:2407.16665
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UAV Active Perception and Motion Control for Improving Navigation Using Low-Cost Sensors 21 Jul 2024 · 0 repositories · arXiv:2407.15122
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Enhancing Layout Hotspot Detection Efficiency with YOLOv8 and PCA-Guided Augmentation 19 Jul 2024 · 0 repositories · arXiv:2407.14498
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Enhancing Wrist Fracture Detection with YOLO 17 Jul 2024 · 1 repository · arXiv:2407.12597
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Optimizing ROI Benefits Vehicle ReID in ITS 13 Jul 2024 · 0 repositories · arXiv:2407.09966
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Transfer Learning for Wildlife Classification: Evaluating YOLOv8 against DenseNet, ResNet, and VGGNet on a Custom Dataset 10 Jul 2024 · 0 repositories · arXiv:2408.00002
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Global Context Modeling in YOLOv8 for Pediatric Wrist Fracture Detection 3 Jul 2024 · 1 repository · arXiv:2407.03163
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Plant Doctor: A hybrid machine learning and image segmentation software to quantify plant damage in video footage 3 Jul 2024 · 0 repositories · arXiv:2407.02853
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YOLOv5, YOLOv8 and YOLOv10: The Go-To Detectors for Real-time Vision 3 Jul 2024 · 0 repositories · arXiv:2407.02988
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Research on target detection method of distracted driving behavior based on improved YOLOv8 2 Jul 2024 · 0 repositories · arXiv:2407.01864
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Comprehensive Performance Evaluation of YOLO11, YOLOv10, YOLOv9 and YOLOv8 on Detecting and Counting Fruitlet in Complex Orchard Environments 1 Jul 2024 · 0 repositories · arXiv:2407.12040
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GSO-YOLO: Global Stability Optimization YOLO for Construction Site Detection 1 Jul 2024 · 0 repositories · arXiv:2407.00906
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Optimization of Autonomous Driving Image Detection Based on RFAConv and Triplet Attention 25 Jun 2024 · 0 repositories · arXiv:2407.09530
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LiteYOLO-ID: A Lightweight Object Detection Network for Insulator Defect Detection 24 Jun 2024 · 1 repository
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DASSF: Dynamic-Attention Scale-Sequence Fusion for Aerial Object Detection 18 Jun 2024 · 0 repositories · arXiv:2406.12285
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A Robust Pipeline for Classification and Detection of Bleeding Frames in Wireless Capsule Endoscopy using Swin Transformer and RT-DETR 12 Jun 2024 · 0 repositories · arXiv:2406.08046
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YOLO11 to Its Genesis: A Decadal and Comprehensive Review of The You Only Look Once (YOLO) Series 12 Jun 2024 · 0 repositories · arXiv:2406.19407
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Advancing Roadway Sign Detection with YOLO Models and Transfer Learning 11 Jun 2024 · 0 repositories · arXiv:2406.09437
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Vehicle Speed Detection System Utilizing YOLOv8: Enhancing Road Safety and Traffic Management for Metropolitan Areas 11 Jun 2024 · 1 repository · arXiv:2406.07710
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Nacala-Roof-Material: Drone Imagery for Roof Detection, Classification, and Segmentation to Support Mosquito-borne Disease Risk Assessment 7 Jun 2024 · 0 repositories · arXiv:2406.04949
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Instance Segmentation and Teeth Classification in Panoramic X-rays 6 Jun 2024 · 1 repository · arXiv:2406.03747
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Semmeldetector: Application of Machine Learning in Commercial Bakeries 6 Jun 2024 · 0 repositories · arXiv:2406.04050
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Research on Driver Facial Fatigue Detection Based on Yolov8 Model 4 Jun 2024 · 0 repositories · arXiv:2406.18575
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Visual Car Brand Classification by Implementing a Synthetic Image Dataset Creation Pipeline 3 Jun 2024 · 0 repositories · arXiv:2406.01071
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Joint Detection and Classification of Communication and Radar Signals in Congested RF Environments Using YOLOv8 2 Jun 2024 · 0 repositories · arXiv:2406.00582
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Precision and Adaptability of YOLOv5 and YOLOv8 in Dynamic Robotic Environments 1 Jun 2024 · 0 repositories · arXiv:2406.00315
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KerasCV and KerasNLP: Vision and Language Power-Ups 30 May 2024 · 0 repositories · arXiv:2405.20247
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REACT: Real-time Efficiency and Accuracy Compromise for Tradeoffs in Scene Graph Generation 25 May 2024 · 1 repository · arXiv:2405.16116
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Aerial Inspection of High-Voltage Power Lines Using YOLOv8 Real-Time Object Detector 24 May 2024 · 1 repository
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WeedScout: Real-Time Autonomous blackgrass Classification and Mapping using dedicated hardware 12 May 2024 · 0 repositories · arXiv:2405.07349
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Malayalam Sign Language Identification using Finetuned YOLOv8 and Computer Vision Techniques 8 May 2024 · 0 repositories · arXiv:2405.06702
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AugmenTory: A Fast and Flexible Polygon Augmentation Library 7 May 2024 · 1 repository · arXiv:2405.04442
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Active Learning Enabled Low-cost Cell Image Segmentation Using Bounding Box Annotation 2 May 2024 · 0 repositories · arXiv:2405.01701
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Overcoming LLM Challenges using RAG-Driven Precision in Coffee Leaf Disease Remediation 2 May 2024 · 0 repositories · arXiv:2405.01310
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Brighteye: Glaucoma Screening with Color Fundus Photographs based on Vision Transformer 1 May 2024 · 1 repository · arXiv:2405.00857
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From Density to Geometry: YOLOv8 Instance Segmentation for Reverse Engineering of Optimized Structures 29 Apr 2024 · 1 repository · arXiv:2404.18763
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Gallbladder Cancer Detection in Ultrasound Images based on YOLO and Faster R-CNN 23 Apr 2024 · 0 repositories · arXiv:2404.15129
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Improved Object-Based Style Transfer with Single Deep Network 15 Apr 2024 · 0 repositories · arXiv:2404.09461
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ChatGPT and general-purpose AI count fruits in pictures surprisingly well 12 Apr 2024 · 0 repositories · arXiv:2404.08515
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Real-Time Detection and Analysis of Vehicles and Pedestrians using Deep Learning 11 Apr 2024 · 0 repositories · arXiv:2404.08081
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Automatic Wood Pith Detector: Local Orientation Estimation and Robust Accumulation 2 Apr 2024 · 2 repositories · arXiv:2404.01952
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MosquitoFusion: A Multiclass Dataset for Real-Time Detection of Mosquitoes, Swarms, and Breeding Sites Using Deep Learning 1 Apr 2024 · 1 repository · arXiv:2404.01501
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Object-conditioned Bag of Instances for Few-Shot Personalized Instance Recognition 1 Apr 2024 · 0 repositories · arXiv:2404.01397
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YOLOv5 vs. YOLOv8 in Marine Fisheries: Balancing Class Detection and Instance Count 1 Apr 2024 · 0 repositories · arXiv:2405.02312
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Attire-Based Anomaly Detection in Restricted Areas Using YOLOv8 for Enhanced CCTV Security 31 Mar 2024 · 0 repositories · arXiv:2404.00645
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eTraM: Event-based Traffic Monitoring Dataset 29 Mar 2024 · 0 repositories · arXiv:2403.19976
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Illicit object detection in X-ray images using Vision Transformers 27 Mar 2024 · 0 repositories · arXiv:2403.19043
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ASDF: Assembly State Detection Utilizing Late Fusion by Integrating 6D Pose Estimation 25 Mar 2024 · 1 repository · arXiv:2403.16400
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Unveiling Ancient Maya Settlements Using Aerial LiDAR Image Segmentation 9 Mar 2024 · 0 repositories · arXiv:2403.05773
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Brand Visibility in Packaging: A Deep Learning Approach for Logo Detection, Saliency-Map Prediction, and Logo Placement Analysis 4 Mar 2024 · 1 repository · arXiv:2403.02336
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Defect Detection in Tire X-Ray Images: Conventional Methods Meet Deep Structures 28 Feb 2024 · 0 repositories · arXiv:2402.18527
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Real-Time Vehicle Detection and Urban Traffic Behavior Analysis Based on UAV Traffic Videos on Mobile Devices 26 Feb 2024 · 0 repositories · arXiv:2402.16246
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Revolutionizing Retail Analytics: Advancing Inventory and Customer Insight with AI 24 Feb 2024 · 0 repositories · arXiv:2405.00023
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YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection 14 Feb 2024 · 1 repository · arXiv:2402.09329
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Detection of Spider Mites on Labrador Beans through Machine Learning Approaches Using Custom Datasets 12 Feb 2024 · 0 repositories · arXiv:2402.07895
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Improving Pallet Detection Using Synthetic Data 11 Feb 2024 · 0 repositories · arXiv:2402.07098
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Domain Adaptable Fine-Tune Distillation Framework For Advancing Farm Surveillance 10 Feb 2024 · 1 repository · arXiv:2402.07059
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MOD-CL: Multi-label Object Detection with Constrained Loss 31 Jan 2024 · 1 repository · arXiv:2403.07885
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Segmentation and Characterization of Macerated Fibers and Vessels Using Deep Learning 30 Jan 2024 · 0 repositories · arXiv:2401.16937