A Comparative Study of Reduction Methods Applied on a Convolutional Neural Network
Aurélie Cools, Mohammed Amin Belarbi, S. Mahmoudi et al.
· 1 citation
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Future Generation Computer Systems
Taha Abdelaziz Rahmani, Ghalem Belalem, S. Mahmoudi et al.
· 0 citations
From Unity Simulation to Diffusion-Based Augmentation: Quantifying Dataset Balance for Robust Object Detection
Quantitative evaluation using Precision, Recall, mAP, and custom Δ -metrics, reveals that neither simulation nor generative augmentation alone achieves optimal transferability, and results demonstrate that limited synthetic inclusion enhances generalization, while excessive substitution induces domain drift.
Mohamed Benkedadra, A. Saoudi, Maxime Gloesener et al.
· International Conference on... · 0 citations