Name: István Sárándi
Type: User
Company: Real Virtual Humans, University of Tübingen
Bio: Postdoc in computer vision and machine learning, making machines see people better
Twitter: Istvan_Sarandi
Location: Tübingen, Germany
Blog: IstvanSarandi.com
István Sárándi's Projects
Compress point lists (e.g., 3D human skeleton definitions) through affine combinations (WACV2023)
Use Python coroutines (async/await) as training session hooks in TensorFlow
Efficient data storage format optimized for random-access reads, especially in machine learning workflows
Lightweight Python framework that provides a high-level API for creating and rendering scenes with Blender.
Utilities for bounding box manipulation
Represent, manipulate and use camera calibration info in computer vision tasks
COCO API - Dataset @ http://cocodataset.org/
Code for a seminar during my master studies
Convolutional Neural Networks
DeepLabv3 Semantic Segmentation as a TensorFlow 2 SavedModel
ETA (estimated time until completion) computation by different methods
Fleras makes using Keras and TensorFlow more flexible!
Command-line interface for various human-centric computer vision tasks (person detection, segmentation, 3D pose estimation)
Personal site
Python cffi libjpeg-turbo bindings and helper classes
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.
Community-based GPL-licensed network monitoring system
LibreNMS Agent & Scripts
Code for my bachelor thesis on medical diagnosis classification
Estimate absolute 3D human poses from RGB images.
Metric-Scale Truncation-Robust Heatmaps for 3D Human Pose Estimation
Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation
Open Source Computer Vision Library
Password policy module for OpenLDAP using libpwquality. Ensures that users have strong passwords.
Code for my master thesis: Pedestrian Line Counting by Probabilistic Combination of Flow and Appearance Information
Cache function result to disk using pickle
GUI for browsing 3D human pose estimation datasets
Dataset processing scripts for large-scale 3D human pose estimation
3D Human Pose Visualizer for Python
Pure python tool for manipulating OpenNI recorded files (oni). This tool supports extraction of data, time rescaling and fix of broken files.