Optimizing Helmet Detection with Hybrid YOLO Pipelines: A Detailed Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | M, Vaikunth, D, Dejey, C, Vishaal, S, Balamurali |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Source-Free Domain Adaptation for YOLO Object Detection
by: Varailhon, Simon, et al.
Published: (2024)
by: Varailhon, Simon, et al.
Published: (2024)
microYOLO: Towards Single-Shot Object Detection on Microcontrollers
by: Deutel, Mark, et al.
Published: (2024)
by: Deutel, Mark, et al.
Published: (2024)
Spatial Transformer Network YOLO Model for Agricultural Object Detection
by: Zambre, Yash, et al.
Published: (2024)
by: Zambre, Yash, et al.
Published: (2024)
Drone Detection and Tracking with YOLO and a Rule-based Method
by: Bhattacharya, Purbaditya, et al.
Published: (2025)
by: Bhattacharya, Purbaditya, et al.
Published: (2025)
TY-RIST: Tactical YOLO Tricks for Real-time Infrared Small Target Detection
by: Atrash, Abdulkarim, et al.
Published: (2025)
by: Atrash, Abdulkarim, et al.
Published: (2025)
Cycle-YOLO: A Efficient and Robust Framework for Pavement Damage Detection
by: Li, Zhengji, et al.
Published: (2024)
by: Li, Zhengji, et al.
Published: (2024)
Closing the Gap in Human Behavior Analysis: A Pipeline for Synthesizing Trimodal Data
by: Stippel, Christian, et al.
Published: (2024)
by: Stippel, Christian, et al.
Published: (2024)
Synthesizing Late-Stage Contrast Enhancement in Breast MRI: A Comprehensive Pipeline Leveraging Temporal Contrast Enhancement Dynamics
by: Fonnegra, Ruben D., et al.
Published: (2024)
by: Fonnegra, Ruben D., et al.
Published: (2024)
A Detection-Gated Pipeline for Robust Glottal Area Waveform Extraction and Clinical Pathology Assessment
by: Unnikrishnan, Harikrishnan, et al.
Published: (2026)
by: Unnikrishnan, Harikrishnan, et al.
Published: (2026)
Diffusion for World Modeling: Visual Details Matter in Atari
by: Alonso, Eloi, et al.
Published: (2024)
by: Alonso, Eloi, et al.
Published: (2024)
Generative Dataset Distillation: Balancing Global Structure and Local Details
by: Li, Longzhen, et al.
Published: (2024)
by: Li, Longzhen, et al.
Published: (2024)
Automated identification of Ichneumonoidea wasps via YOLO-based deep learning: Integrating HiresCam for Explainable AI
by: Pinheiro, Joao Manoel Herrera, et al.
Published: (2026)
by: Pinheiro, Joao Manoel Herrera, et al.
Published: (2026)
PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding
by: Cho, Jang Hyun, et al.
Published: (2025)
by: Cho, Jang Hyun, et al.
Published: (2025)
Reinforcing VLMs to Use Tools for Detailed Visual Reasoning Under Resource Constraints
by: Kumar, Sunil, et al.
Published: (2025)
by: Kumar, Sunil, et al.
Published: (2025)
GSO-YOLO: Global Stability Optimization YOLO for Construction Site Detection
by: Zhang, Yuming, et al.
Published: (2024)
by: Zhang, Yuming, et al.
Published: (2024)
YOLO-Based Pipeline Monitoring in Challenging Visual Environments
by: Dhungana, Pragya, et al.
Published: (2025)
by: Dhungana, Pragya, et al.
Published: (2025)
Adaptive Image Registration: A Hybrid Approach Integrating Deep Learning and Optimization Functions for Enhanced Precision
by: De Araujo, Gabriel, et al.
Published: (2023)
by: De Araujo, Gabriel, et al.
Published: (2023)
PointNSP: Autoregressive 3D Point Cloud Generation with Next-Scale Level-of-Detail Prediction
by: Meng, Ziqiao, et al.
Published: (2025)
by: Meng, Ziqiao, et al.
Published: (2025)
Enhancing Construction Site Safety: A Lightweight Convolutional Network for Effective Helmet Detection
by: Alif, Mujadded Al Rabbani
Published: (2024)
by: Alif, Mujadded Al Rabbani
Published: (2024)
YOLOOC: YOLO-based Open-Class Incremental Object Detection with Novel Class Discovery
by: Wan, Qian, et al.
Published: (2024)
by: Wan, Qian, et al.
Published: (2024)
MMEdge: Accelerating On-device Multimodal Inference via Pipelined Sensing and Encoding
by: Huang, Runxi, et al.
Published: (2025)
by: Huang, Runxi, et al.
Published: (2025)
FlexCap: Describe Anything in Images in Controllable Detail
by: Dwibedi, Debidatta, et al.
Published: (2024)
by: Dwibedi, Debidatta, et al.
Published: (2024)
Placenta Accreta Spectrum Detection Using an MRI-based Hybrid CNN-Transformer Model
by: Ali, Sumaiya, et al.
Published: (2025)
by: Ali, Sumaiya, et al.
Published: (2025)
Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression
by: Wang, Xiaohui, et al.
Published: (2025)
by: Wang, Xiaohui, et al.
Published: (2025)
RefineNet: Enhancing Text-to-Image Conversion with High-Resolution and Detail Accuracy through Hierarchical Transformers and Progressive Refinement
by: Shi, Fan
Published: (2023)
by: Shi, Fan
Published: (2023)
Towards Size-invariant Salient Object Detection: A Generic Evaluation and Optimization Approach
by: Bao, Shilong, et al.
Published: (2025)
by: Bao, Shilong, et al.
Published: (2025)
Intelligent Video Recording Optimization using Activity Detection for Surveillance Systems
by: Elmir, Youssef, et al.
Published: (2024)
by: Elmir, Youssef, et al.
Published: (2024)
Generative AI-based Pipeline Architecture for Increasing Training Efficiency in Intelligent Weed Control Systems
by: Modak, Sourav, et al.
Published: (2024)
by: Modak, Sourav, et al.
Published: (2024)
EDNet: Edge-Optimized Small Target Detection in UAV Imagery -- Faster Context Attention, Better Feature Fusion, and Hardware Acceleration
by: Song, Zhifan, et al.
Published: (2025)
by: Song, Zhifan, et al.
Published: (2025)
Is It Certainly a Deepfake? Reliability Analysis in Detection & Generation Ecosystem
by: Kose, Neslihan, et al.
Published: (2025)
by: Kose, Neslihan, et al.
Published: (2025)
Prompt Optimization Meets Subspace Representation Learning for Few-shot Out-of-Distribution Detection
by: Sayem, Faizul Rakib, et al.
Published: (2025)
by: Sayem, Faizul Rakib, et al.
Published: (2025)
Lightweight Model for Poultry Disease Detection from Fecal Images Using Multi-Color Space Feature Optimization and Machine Learning
by: Islam, A. K. M. Shoriful, et al.
Published: (2025)
by: Islam, A. K. M. Shoriful, et al.
Published: (2025)
Evaluating Vision-Language Models for Zero-Shot Detection, Classification, and Association of Motorcycles, Passengers, and Helmets
by: Choi, Lucas, et al.
Published: (2024)
by: Choi, Lucas, et al.
Published: (2024)
VDC-Agent: When Video Detailed Captioners Evolve Themselves via Agentic Self-Reflection
by: Wang, Qiang, et al.
Published: (2025)
by: Wang, Qiang, et al.
Published: (2025)
Pushing the Frontier of Black-Box LVLM Attacks via Fine-Grained Detail Targeting
by: Zhao, Xiaohan, et al.
Published: (2026)
by: Zhao, Xiaohan, et al.
Published: (2026)
Cross Dataset Analysis and Network Architecture Repair for Autonomous Car Lane Detection
by: Ganeriwala, Parth, et al.
Published: (2024)
by: Ganeriwala, Parth, et al.
Published: (2024)
Analysis of Hyperparameter Optimization Effects on Lightweight Deep Models for Real-Time Image Classification
by: Rakesh, Vineet Kumar, et al.
Published: (2025)
by: Rakesh, Vineet Kumar, et al.
Published: (2025)
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification
by: Ramachandran, Sreeraj, et al.
Published: (2024)
by: Ramachandran, Sreeraj, et al.
Published: (2024)
MobilePlantViT: A Mobile-friendly Hybrid ViT for Generalized Plant Disease Image Classification
by: Tonmoy, Moshiur Rahman, et al.
Published: (2025)
by: Tonmoy, Moshiur Rahman, et al.
Published: (2025)
Hybrid deep convolution model for lung cancer detection with transfer learning
by: Saxena, Sugandha, et al.
Published: (2025)
by: Saxena, Sugandha, et al.
Published: (2025)
Similar Items
-
Source-Free Domain Adaptation for YOLO Object Detection
by: Varailhon, Simon, et al.
Published: (2024) -
microYOLO: Towards Single-Shot Object Detection on Microcontrollers
by: Deutel, Mark, et al.
Published: (2024) -
Spatial Transformer Network YOLO Model for Agricultural Object Detection
by: Zambre, Yash, et al.
Published: (2024) -
Drone Detection and Tracking with YOLO and a Rule-based Method
by: Bhattacharya, Purbaditya, et al.
Published: (2025) -
TY-RIST: Tactical YOLO Tricks for Real-time Infrared Small Target Detection
by: Atrash, Abdulkarim, et al.
Published: (2025)