SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation

1 code implementation • 11 Apr 2022 • Karim Hammoudi, Adnane Cabani, Bouthaina Slika, Halim Benhabiles, Fadi Dornaika, Mahmoud Melkemi

These grid-based methods produce a new style of image transformations using the dropping and fusing of information.

Data Augmentation Image Classification

MaskedFace-Net -- A Dataset of Correctly/Incorrectly Masked Face Images in the Context of COVID-19

3 code implementations • 18 Aug 2020 • Adnane Cabani, Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi

However, at the moment, there are no available large dataset of masked face images that permits to check if detected masked faces are correctly worn or not.

Face Detection

Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19

no code implementations • 5 Apr 2020 • Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras, Dominique Collard, Arnaud Scherpereel

Tailored deep learning models are proposed to detect pneumonia infection cases, notably viral cases.