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Piotr Zieliński's Projects

devenv icon devenv

Developer environment based on Ubuntu with Tailscale VPN

fastmot icon fastmot

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

genesis icon genesis

Official PyTorch implementation of GENESIS and GENESIS-V2

kubric icon kubric

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.

provide icon provide

PROVIDE: A Probabilistic Framework for Unsupervised Video Decomposition (UAI 2021)

rdir icon rdir

Recurrent Detect-Infer-Repeat official repository

savi icon savi

` google-research / slot-attention-video ` but in pytorch.

scalor icon scalor

Official PyTorch implementation of "SCALOR: Generative World Models with Scalable Object Representations"

silot icon silot

Original tensorflow implementation of SILOT (Spatially Invariant, Label-free Object Tracking).

simone icon simone

SIMONe implementation forked from https://gitlab.com/generally-intelligent/simone

space icon space

Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"

spair_pytorch icon spair_pytorch

pytorch implementation of Spatially Invariant Unsupervised Object Detection with VAE

sqair icon sqair

PyTorch implementation of Sequential Attend Infer Repeat

ssd icon ssd

Single-Shot Multi-Box Detector in PyTorch

ssdir icon ssdir

Single Shot Multi-Box Detect Infer & Repeat implementation in PyTorch

yolov7 icon yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

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