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1. tfm-complete tfm-complete Public

   Implementation of the LC-PFN for my master thesis. Contains data preprocessing, scaling law derivation and LC-PFN training and testing using hyperparameter optimisation.

2. imitation_learning imitation_learning Public

   Exploration of Imitation Learning using MSE Policy and Flow Imitation. Based on Berkeley CS285 lectures.

   Python

3. lab-deepfake-detection lab-deepfake-detection Public

   Deepfake Detection Lab Implementation based on CelebDF.

   Python

4. lab-mega-automated-setup lab-mega-automated-setup Public

   Automated setup of Memory Enhanced Global-Local Aggregation (MEGA) Model for Video Object Detection. Basis for a uni lab.

   Dockerfile

5. lab-pedestrian-tracking lab-pedestrian-tracking Public

   Multi-object tracking on MOT16. ByteTrack + NSA Kalman Filter + Re-ID with ResNet-18. Improved MOTA from 26.1% to 68.8% over baseline.

   Jupyter Notebook

6. mundo mundo Public

   Software Engineering Project Mobile App: Travel Memory Journal

   Dart