This is your work, valued

Tübingen, Germany

István Sárándi

Elite
@isarandi

Postdoc in computer vision and machine learning, making machines see people better

metrabs. Estimate absolute 3D human poses from RGB images.

586

nlf. [NeurIPS 2024] Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation

446

smplfitter. The Fast Way From Vertices to Parametric 3D Humans

186

poseviz. 3D Human Pose Visualizer for Python

171

synthetic-occlusion. Synthetic Occlusion Augmentation

125

posepile. Dataset processing scripts for large-scale 3D human pose estimation

69

metro-pose3d. Metric-Scale Truncation-Robust Heatmaps for 3D Human Pose Estimation

56

nlf-pipeline. 3D human pose and shape estimation pipeline for multi-person videos, built around the NLF pose and shape model (NeurIPS'24)

32

rlemasklib. Manipulate run-length encoded image masks

26

barecat. Efficient data storage format optimized for random-access reads, especially in machine learning workflows

25

blendipose. Render human motion sequences with Blender, with or without overlaying on a video

17

smpl. An SMPL body model implementation for NumPy, PyTorch and TensorFlow

10

affine-combining-autoencoder. Compress point lists (e.g., 3D human skeleton definitions) through affine combinations (WACV2023)

10

pose-dataset-viewer. GUI for browsing 3D human pose estimation datasets

8

cameralib. Represent, manipulate and use camera calibration info in computer vision tasks

7

openldap-check-pwquality. Password policy module for OpenLDAP using libpwquality. Ensures that users have strong passwords.

4

natinterp3d. Natural Neighbor Interpolation in 3D

3

stow-install. Fetch, build and install software into home using GNU Stow

3

bodycompress. Compress a stream of nonparametric 3D human mesh estimates

3

stow-python. Single-executable, dependency-free Python (2.7, 3.0+) reimplementation of GNU Stow

3

barecat-mount. Mount Barecat archives via FUSE

2

florch. Flexible training scaffolding for PyTorch with various extensions and utils

2

barecat-cython. C

2

cameravision. Manipulate camera calibration parameters and warp images for computer vision tasks

2

tensorflow-yolov4-tflite. YOLOv4 as a TensorFlow2 SavedModel

2

deltacamera. Python library for modifying camera calibrations and warping images according to such changes

2

isarandi.github.io. Personal site

1

boxlib. Utilities for bounding box manipulation

1

tf-parallel-map. TF Dataset wrapper around Python multiprocessing.Pool. Use fully-Python code for loading data into your TensorFlow training process.

1

masked-droid-slam. Fork of a masked DROID-SLAM variant in PyTorch

1

throttledpool. Parallel process pool that throttles the task producer thread to avoid out-of-memory issues

1

fleras. Fleras makes using Keras and TensorFlow more flexible!

1

humcentr-cli. Command-line interface for various human-centric computer vision tasks (person detection, segmentation, 3D pose estimation)

1