Search Results for author: Nieves Crasto

Found 2 papers, 2 papers with code

Class Imbalance in Object Detection: An Experimental Diagnosis and Study of Mitigation Strategies

1 code implementation11 Mar 2024 Nieves Crasto

Object detection, a pivotal task in computer vision, is frequently hindered by dataset imbalances, particularly the under-explored issue of foreground-foreground class imbalance.

Benchmarking Data Augmentation +2

MARS: Motion-Augmented RGB Stream for Action Recognition

1 code implementation CVPR 2019 Nieves Crasto, Philippe Weinzaepfel, Karteek Alahari, Cordelia Schmid

Most state-of-the-art methods for action recognition consist of a two-stream architecture with 3D convolutions: an appearance stream for RGB frames and a motion stream for optical flow frames.

Action Classification Action Recognition +2

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