no code implementations • 17 Jul 2023 • Pierre Le Jeune, Anissa Mokraoui
SIoU improves small object detection in the non-few-shot regime, but this setting is unrealistic in the industry as annotated detection datasets are often too expensive to acquire.
1 code implementation • 25 Oct 2022 • Pierre Le Jeune, Anissa Mokraoui
Finally, we develop a novel multiscale alignment method, Cross-Scales Query-Support Alignment (XQSA) for FSOD, to improve the detection of small objects.
no code implementations • 6 Jan 2022 • Pierre Le Jeune, Anissa Mokraoui
In particular, for attention-based FSOD methods, it is laborious to compare the impact of the different attention mechanisms on performance.
1 code implementation • 27 Sep 2021 • Pierre Le Jeune, Mustapha Lebbah, Anissa Mokraoui, Hanene Azzag
This training strategy encourages the network to adapt to new classes as it would at test time.
no code implementations • 10 Dec 2020 • Mustafa Othman, Ken Chen, Anissa Mokraoui
This mechanism impacts greatly on the overall Quality of Experience (QoE) of the video streaming.
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