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I'm a first-year PhD student at MIT CSAIL, advised by Sara Beery. My research is focused on computer vison approaches for ecological and environmental monitoring. Previously, I was a research assistant at the University of Bonn and worked on the AMMOD project, advised by Volker Steinhage. Please feel free to reach out via haucke at mit.edu.

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Timm Haucke's Projects

cameratraps icon cameratraps

Tools for training and running detectors and classifiers for wildlife images collected from motion-triggered cameras.

cytoscape.js-edgehandles icon cytoscape.js-edgehandles

A fork of cytoscape.js-edgehandles to provide specific functionality for https://github.com/timmh/maxflow

deepmaclite icon deepmaclite

Packaged versions of the Deep-MAC (Birodkar et al. 2021) model (WIP)

depth-anything icon depth-anything

Fork of Depth Anything with support for ONNX export of metric depth models

distance icon distance

:exclamation: This is a read-only mirror of the CRAN R package repository. Distance — Distance Sampling Detection Function and Abundance Estimation. Homepage: https://github.com/DistanceDevelopment/Distance/ Report bugs for this package: https://github.com/DistanceDevelopment/Distance/issues

dpt icon dpt

Fork of "Dense Prediction Transformers" with ONNX support

kalibr icon kalibr

The Kalibr visual-inertial calibration toolbox

maxflow icon maxflow

Interactive visualization of maximum flow algorithms

mrds icon mrds

R package for mark-recapture-distance-sampling analysis

sahi icon sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

socrates icon socrates

Code and supplementary material for "SOCRATES: Introducing Depth in Visual Wildlife Monitoring using Stereo Vision" (WIP)

timmh icon timmh

Repository for my personal profile

yolo_detectron2 icon yolo_detectron2

Implementation of Yolo using Facebook's Detectron2 (https://github.com/facebookresearch/detectron2) Framework with Quantization support based on AQD: Towards Accurate Quantized Object Detection (https://github.com/aim-uofa/model-quantization)

zoedepth icon zoedepth

Metric depth estimation from a single image

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