- Lausanne
Highlights
- Pro
Pinned Loading
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autonomous-drone
autonomous-drone PublicAutonomous Drone mission: obstacle-aware exploration, landing-pad search, precision landing, and return flight using occupancy-grid mapping and A* path planning.
Python 1
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causal-driving-simulation
causal-driving-simulation PublicExploring causality and generalization in autonomous driving with simulation and deep learning.
Python
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DRONE_SOT
DRONE_SOT PublicMy father asked if I could track his drone. I said sure. Three pipelines, R morphology + Kalman, fine-tuned YOLOv8n + Kalman, and ByteTrack, evaluated on a 960-frame aerobatics clip.
Jupyter Notebook
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holographic-particle-segmentation-analysis
holographic-particle-segmentation-analysis PublicAutomated segmentation and classification of holographic particles from Lake Geneva using handcrafted and deep features.
Jupyter Notebook
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road-segmentation
road-segmentation PublicComparative study of deep learning architectures for road segmentation (U-Net, SegNet, LinkNet variants)
Python
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robot-maze-navigation
robot-maze-navigation PublicAutonomous robot programming to navigate through a maze using computer vision, global path planning, Bayesian filtering, and local obstacle avoidance.
Jupyter Notebook
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