On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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3 results for “YOLOv5”

Mask wearing object detection algorithm based on improved YOLOv5cs.CV

Improved YOLOv5 model detects mask-wearing with enhanced accuracy.

problem Detecting mask-wearing in high traffic public places.

method Improved YOLOv5l with Multi-Head Attentional Self-Convolution, Swin Transformer Block, I-CBAM module, and enhanced feature fusion.

result 1.1% improvement in mAP(0.5) and 1.3% improvement in mAP(0.5:0.95) compared to YOLOv5l.

mask detection YOLOv5 object detection face recognition multi-head attention

2023-10-16abs ↗pdf ↗

Automatic Extraction of Relevant Road Infrastructure using Connected vehicle data and Deep Learning Modelcs.AI

Automated road infrastructure mapping using connected vehicle data and deep learning.

problem Manual identification of intersections is laborious and time-consuming.

method Geohashing, YOLOv5 algorithm for classification of road segments and intersections.

result Overall classification accuracy of 95%, with high F1 scores for straight roads and intersections.

road infrastructure connected vehicles deep learning YOLOv5 traffic management

2023-08-10abs ↗pdf ↗

CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin Transformercs.CV

CST-YOLO improves blood cell detection with YOLOv7 and CNN-Swin Transformer.

problem Small-scale object detection in blood cells.

method YOLOv7 architecture enhanced with CNN-Swin Transformer, W-ELAN, MCS, CatConv.

result CST-YOLO achieves 92.7%, 95.6%, and 91.1% mAP@0.5 on three blood cell datasets.

blood cell detection YOLOv7 CNN-Swin Transformer object detection small-scale objects

2023-06-26abs ↗pdf ↗