TJ Dahlke's Projects
Real-time Dense Point Cloud, Digital Surface Map (DSM) and (Ortho-)Mosaic Generation for UAVs
Photogrammetric Computer Vision Framework
Simple way to query data from S3 using AWS athena and Boto3
Cityscapes to CoCo Format Conversion Tool for Mask-RCNN and Detectron
COLMAP - Structure-from-Motion and Multi-View Stereo
Docker image to run Colmap, the structure-from-motion toolbox
Input an origin point, generate a heatmap of driving times to surrounding areas at different times of day. 🚗 ⏱ 🔥 🗺
Direct Sparse Odometry
Tooling for collecting imagery from public fish ladder cameras and running ML for fisheries management
GTSAM is a library of C++ classes that implement smoothing and mapping (SAM) in robotics and vision, using factor graphs and Bayes networks as the underlying computing paradigm rather than sparse matrices.
Multi-view evaluation program.
Multi-View Environment
MVSNet (ECCV2018) & R-MVSNet (CVPR2019)
Implementation of online photometric calibration (https://vision.in.tum.de/research/vslam/photometric-calibration)
open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.
open Multi-View Stereo reconstruction library
TRI-ML Monocular Depth Estimation Repository
Gatsby based website for the isochrone heatmap project
pure-Python (Numpy optional) 3D coordinate conversions for geospace ecef enu eci
[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥
Jupyter notebook walk-through of doing satellite imagery analysis.
DeepMind's Tacotron-2 Tensorflow implementation
Personal website.
React project for walking time heatmap web app/website.
A simple, fully convolutional model for real-time instance segmentation.