no code implementations • 3 Feb 2024 • Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Arnaud Woiselle, Clara Barbanson
Traditional object detection methods such as YOLO struggle to detect tiny objects compared to segmentation neural networks, resulting in weaker performance when detecting small targets.
no code implementations • 2 Mar 2023 • Alina Ciocarlan, Sylvie Le Hegarat-Mascle, Sidonie Lefebvre, Arnaud Woiselle
The detection of small objects is a challenging task in computer vision.
1 code implementation • 3 Feb 2023 • Pierrick Chatillon, Yann Gousseau, Sidonie Lefebvre
We propose an auto-encoder architecture for multi-texture synthesis.
no code implementations • 3 Feb 2023 • Pierrick Chatillon, Yann Gousseau, Sidonie Lefebvre
In particular, various papers have shown that the learning stage can be performed on a single image, resulting in the so-called internal approaches.
no code implementations • 3 Oct 2022 • Alina Ciocarlan, Sylvie Le Hegarat-Mascle, Sidonie Lefebvre, Clara Barbanson
Nous explorons donc des m\'ethodes a contrario afin de s\'electionner les cibles les plus significatives d\'etect\'ees par un r\'eseau entra\^in\'e avec peu de donn\'ees.