My interests lie in exploring Computer Vision, Signal Processing, and efficient computation in Machine learning.
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Kainmueller-Lab/evaluate-instance-segmentation
Kainmueller-Lab/evaluate-instance-segmentation PublicEvaluation scripts for nuclei instance segmentation in 2d and 3d
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PointLLM_Complex_Scenes
PointLLM_Complex_Scenes PublicApplied PointLLM to complex scenes. For this a fully automated evaluation loop that relies and strict binary classification and ChatGPT evaluation was implemented.
Python
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DCASE-CNN-Transformer
DCASE-CNN-Transformer PublicDCASE 2017 Challange CNN-Transformer for the audio classification task. Model reached an accurarcy of 57% but huge improvement could be achieved by changing the MEL-Spec preprocessing.
Python
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beat_tracking
beat_tracking PublicPlaying around with some simple beat tracking libraries
Jupyter Notebook
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