CARRADA Dataset: Camera and Automotive Radar with Range-Angle-Doppler Annotations
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teaching
Machine Learning
CES Data Science, Télécom Paris, 2019
Teaching assistant
- Clustering algorithms
Student Projects
2A and 3A, Télécom Paris, 2020
Co-supervisor of research student projects:
- SAR image denoising using SoTA method FFDNet.
- Temporal radar semantic segmentation.
Introduction to Computer Vision
Master 2 Data Science (Ecole Polytechnique), Télécom Paris, 2020
Teaching assistant
- Introduction to image processing
- Introduction to computer vision
Deep Learning I
Master 2 Data Science (Ecole Polytechnique), Télécom Paris, 2020
Teaching assistant for 2020 and 2021
- Multi-Layer-Perceptron (Numpy, Pytorch)
- Recurrent Neural Networks (Keras)
- Convolutional Neural Networks (Keras, Tensorflow)
Student Projects
1A, 2A and 3A, Télécom Paris, 2021
Co-supervisor of research student projects:
- Exploring loss functions for multi-view radar semantic segmentation.
- Exploring radar tensor aggregation methods for multi-view radar semantic segmentation.
- Iceberg monitoring using optical and SAR remote sensing data.
- Deforestation detection using optical and SAR remote sensing data.