alexander-g
Postdoc at UC San Diego. Working on computer vision for plant ecology. Previously at Fraunhofer IGD, TUM.
UC San DiegoSan Diego
Pinned Repositories
ai-deadlines
:alarm_clock: AI conference deadline countdowns
bdl-benchmark
bezierobjdet
CARROT
CARROT: Cell And Ring Recognition Tool for Quantitative Wood Anatomy
Cell-Detection-for-Wood-Anatomy
INBD
Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross Sections
Root-Tracking
Code for "Tracking Growth and Decay of Plant Roots in Minirhizotron Images" (WACV2023)
vkJAX
JAX interpreter for Vulkan
kompute
General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.
elegy
A High Level API for Deep Learning in JAX
alexander-g's Repositories
alexander-g/INBD
Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross Sections
alexander-g/vkJAX
JAX interpreter for Vulkan
alexander-g/Root-Tracking
Code for "Tracking Growth and Decay of Plant Roots in Minirhizotron Images" (WACV2023)
alexander-g/Cell-Detection-for-Wood-Anatomy
alexander-g/ai-deadlines
:alarm_clock: AI conference deadline countdowns
alexander-g/CARROT
CARROT: Cell And Ring Recognition Tool for Quantitative Wood Anatomy
alexander-g/bdl-benchmark
alexander-g/bezierobjdet
alexander-g/DigIT-Base-UI
Base User Interface for the DigIT Projects
alexander-g/elegy
Elegy is a Neural Networks framework based on Jax and inspired by Keras.
alexander-g/labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
alexander-g/netron
Netron without telemetry
alexander-g/PANDA
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation (CVPR 2021)
alexander-g/RDA
alexander-g/Root-Detector
Analysis tool for minirhizotron images
alexander-g/Tofsi-POST
Analysis tool for pollen detection in microscopy images
alexander-g/traininglib
alexander-g/vulkan-kompute
General purpose GPU compute framework for cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases.