IEEE

SCG-YOLO: Shift-Context Network with Multi-Directional Upsampling and Geometric Quality for Small Object Detection

Abstract: With the ongoing progress in remote sensing object detection, small-object detection in complex environments still faces difficulties. The representation of small-object features is often ...
IEEE

Research on Local MI-PGD Adversarial Example Generation for YOLO Models

Abstract: To enhance the adversarial robustness of YOLO-based object detectors, a localized MI-PGD approach is proposed for generating adversarial examples. The proposed method enhances the ...
GitHub

Yolo-v3 and Yolo-v2 for Windows and Linux

mAP (AP50) https://pjreddie.com/media/files/papers/YOLOv3.pdf darknet_coco_yolov3_savevideo.cmd - initialization with 236 MB Yolo v3 COCO-model yolov3.weights ...
Scientific Research Publishing

Kundu, R. (2023). YOLO Algorithm for Object Detection Explained [+Examples].

ABSTRACT: The study adapts several machine-learning and deep-learning architectures to recognize 63 traditional instruments in weakly labelled, polyphonic audio synthesized from the proprietary Sound ...
GitHub

Anshul1215/YOLO_Object_Detection-master

Real-time object detection and classification. Paper: version 1, version 2. All input images from default folder sample_img/ are flowed through the net and predictions are put in sample_img/out/. We ...
Scientific Research Publishing

YOLO-AgriNet: A Deep Learning-Based Model for Real-Time Plant Disease Detection in Precision Agriculture ()

1 Ambam Computer Science and Application Laboratory & Department of Computer Engineering, Higher Institute of Transport, Logistics and Commerce, University of Ebolowa, Ebolowa, Cameroon. 2 Institut ...