Alessandro Lotti 🛰️
Resources
Sentinel Photorealistic Dataset

Sentinel Photorealistic Dataset
Dataset

A dataset depicting a Sentinel 6 satellite in random poses, illumination conditions and backgrounds for deep learning applications.

Satellite image land cover classification

Satellite image land cover classification
Colab

A Python notebook showcasing how to build and train a Convolutional Neural Network (CNN) model to classify satellite image patches in TensorFlow.

EPnP pose estimation example

EPnP pose estimation example
Colab

A Python notebook illustrating how to use OpenCV's EPnP solver to estimate the pose of a known 3D object from noisy landmark coordinates.

Neural Networks for satellite pose estimation

Neural Networks for satellite pose estimation
Colab

Python notebook showcasing the inference phase of a pose estimation routine leveraging a pre-trained neural network and the Sentinel Photorealistic Dataset.

Projects CV
© 2024 Alessandro Lotti - [email protected]
© 2024 Alessandro Lotti
[email protected]
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