isarandi
Postdoc in computer vision and machine learning, making machines see people better
Real Virtual Humans, University of TübingenTübingen, Germany
Pinned Repositories
affine-combining-autoencoder
Compress point lists (e.g., 3D human skeleton definitions) through affine combinations (WACV2023)
BareCat
Efficient data storage format optimized for random-access reads, especially in machine learning workflows
cameralib
Represent, manipulate and use camera calibration info in computer vision tasks
metrabs
Estimate absolute 3D human poses from RGB images.
metro-pose3d
Metric-Scale Truncation-Robust Heatmaps for 3D Human Pose Estimation
nlf
Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation
PosePile
Dataset processing scripts for large-scale 3D human pose estimation
poseviz
3D Human Pose Visualizer for Python
smpl
An SMPL body model implementation for NumPy, PyTorch and TensorFlow
synthetic-occlusion
Synthetic Occlusion Augmentation
isarandi's Repositories
isarandi/metrabs
Estimate absolute 3D human poses from RGB images.
isarandi/poseviz
3D Human Pose Visualizer for Python
isarandi/PosePile
Dataset processing scripts for large-scale 3D human pose estimation
isarandi/nlf
Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation
isarandi/smpl
An SMPL body model implementation for NumPy, PyTorch and TensorFlow
isarandi/affine-combining-autoencoder
Compress point lists (e.g., 3D human skeleton definitions) through affine combinations (WACV2023)
isarandi/rlemasklib
Manipulate run-length encoded image masks
isarandi/BareCat
Efficient data storage format optimized for random-access reads, especially in machine learning workflows
isarandi/pose-dataset-viewer
GUI for browsing 3D human pose estimation datasets
isarandi/cameralib
Represent, manipulate and use camera calibration info in computer vision tasks
isarandi/openldap-check-pwquality
Password policy module for OpenLDAP using libpwquality. Ensures that users have strong passwords.
isarandi/boxlib
Utilities for bounding box manipulation
isarandi/tensorflow-yolov4-tflite
YOLOv4 as a TensorFlow2 SavedModel
isarandi/fleras
Fleras makes using Keras and TensorFlow more flexible!
isarandi/humcentr-cli
Command-line interface for various human-centric computer vision tasks (person detection, segmentation, 3D pose estimation)
isarandi/isarandi.github.io
Personal site
isarandi/stow-install
Fetch, build and install software into home using GNU Stow
isarandi/tf-parallel-map
TF Dataset wrapper around Python multiprocessing.Pool. Use fully-Python code for loading data into your TensorFlow training process.
isarandi/throttledpool
Parallel process pool that throttles the task producer thread to avoid out-of-memory issues
isarandi/tensorflow-mean-shift
Mean-shift clustering algorithm in TensorFlow
isarandi/blendify
Lightweight Python framework that provides a high-level API for creating and rendering scenes with Blender.
isarandi/cocoapi
COCO API - Dataset @ http://cocodataset.org/
isarandi/darknet
Convolutional Neural Networks
isarandi/deeplabv3-tf2
DeepLabv3 Semantic Segmentation as a TensorFlow 2 SavedModel
isarandi/jpeg4py
Python cffi libjpeg-turbo bindings and helper classes
isarandi/picklecachefun
Cache function result to disk using pickle
isarandi/simplepyutils
Simple utility functions for Python
isarandi/STCN-buf
Fork of the STCN video object segmentation (Cheng et al., NeurIPS 2021) code to handle long videos by keeping a constant-size memory bank buffer with random eviction
isarandi/tensorflow-inputs
Input image data sources wrapped as TensorFlow Datasets
isarandi/tensorflow-resnetv1.5-like-pytorch
Porting PyTorch's ResNetV1.5 weights to TensorFlow