Peter H
abred
most of my recent projects are on our lab page: https://github.com/Kainmueller-Lab
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A machine learning approach allowing to acquire and classify data autonomously in multi-day Scanning Probe Microscopy experiments
Octree
Shader seminar project
small *dirty* shadow volume implementation
Pure-Python reader for CytoSense .cyz flow cytometer files
Repositories
35A machine learning approach allowing to acquire and classify data autonomously in multi-day Scanning Probe Microscopy experiments
Pure-Python reader for CytoSense .cyz flow cytometer files
IFCB data system, generation 2
PyTorch code and models for the DINOv2 self-supervised learning method.
Pix2Seq codebase: multi-tasks with generative modeling (autoregressive and diffusion)
No description provided.
experiments script for the PatchPerPix instance segmentation method
No description provided.
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
COCO API - Dataset @ http://cocodataset.org/
No description provided.
README and scripts for the Cityscapes Dataset
Block-wise task scheduling for large nD volumes.
Evaluation scripts for nuclei instance segmentation in 2d and 3d
How Shift Equivariance Impacts Metric Learning for Instance Segmentation
Commonly used `tensorflow` models and losses.
An Auxiliary Task for Learning Nuclei Segmentation in 3D Microscopy Images
Evaluation script for instance detection (needs dense ground truth segmentation)
Wrapper classes for Gurobi, CPLEX, and SCIP ILP and IQP solvers
Unified python wrappers for popular ILP solvers
No description provided.
Python lib for TOML
Fast writing of numpy 3d-arrays into Fiji/BigDataViewer files.
Octree
4D Convolution Operator for TensorFlow
reinforcement-learning based agent for angry birds
Shader seminar project
small *dirty* shadow volume implementation
No description provided.
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