Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

Provides a function to measure the energy usage of another function.

Container Level Energy-efficient VPA Recommender

Track emissions from Compute and recommend ways to reduce their impact on the environment.

Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resour…

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and co…

Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN

Une extension web qui calcule automatiquement le GPA sur les deux années, et l'intègre au rendu de la page de notes de Synapses.

This study investigates the aspect of localizing and counting trees using satellite images to create an inventory of incoming and outgoing trees for an annual tree inspections.

Code repository for Scheibenreif, L., Mommert, M., & Borth, D. (2023). Masked Vision Transformers for Hyperspectral Image Classification, In CVPRW EarthVision 2023

Automatic tree species classification from remote sensing data

Techniques for deep learning with satellite & aerial imagery

Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction

Documentation of a tree segmentation and species classification for the university forest caldern

Tree species segmentation and classification algorithm for SwissimageRS 2018 (Swisstopo)

Code repository for the paper Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networks