ablattmann's repositories
gan_stability-cvae
Testing and Comparing some recently published regularization techniques such as https://arxiv.org/abs/1801.04406, https://arxiv.org/abs/1802.05957, https://arxiv.org/abs/1810.00821 and a simple cvae-implementation in order to get experiences with variational-bayes-approaches in image generation
GTAVisionExport
Code to export full segmentations from GTA
AlphaPose
Real-Time and Accurate Multi-Person Pose Estimation&Tracking System
Auto_Conditioned_RNN_motion
Implementation of Auto-Conditioned Recurrent Networks for Extended Complex Human Motion Synthesis
clip-retrieval
Easily compute clip embeddings and build a clip retrieval system with them
deep_sort_yolov3
Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow
Folder-Structure-Conventions
Folder / directory structure options and naming conventions for software projects
human-motion-prediction
Simple baselines and RNNs for predicting human motion in tensorflow. Presented at CVPR 17.
img2dataset
Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.
models
Models and examples built with TensorFlow
open_clip
An open source implementation of CLIP.
sbord
The streamlit based alternative to tensorboard.
score_sde_pytorch
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
tensorflow
An Open Source Machine Learning Framework for Everyone
tf-cpn
a tensorflow implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)
TF-SimpleHumanPose
TensorFlow implementation of "Simple Baselines for Human Pose Estimation and Tracking", ECCV 2018
vgan
Code for image generation of Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow