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Tomáš Souček's Projects

changeit icon changeit

ChangeIt dataset with more than 2600 hours of video with state-changing actions published at CVPR 2022

cppnet icon cppnet

Small and easy to use library for neural networks.

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flickrsync icon flickrsync

Python Flickr photo synchronization using OAuth

genhowto icon genhowto

Code for the paper "GenHowTo: Learning to Generate Actions and State Transformations from Instructional Videos" published at CVPR 2024

gin-config icon gin-config

Gin provides a lightweight configuration framework for Python

masterthesis icon masterthesis

Deep Learning-Based Approaches for Shot Transition Detection and Known-Item Search in Video

minkowskiengine icon minkowskiengine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

multitaskobjectstates icon multitaskobjectstates

Code for the paper "Multi-Task Learning of Object States and State-Modifying Actions from Web Videos" published in TPAMI

npfl117 icon npfl117

Deep Learning Seminar -- ÚFAL course NPFL117

object-states-action icon object-states-action

Code for the paper Joint Discovery of Object States and Manipulation Actions, ICCV 2017

photosync icon photosync

Flickr and Google Drive photo synchronization in Python

posecnn icon posecnn

A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes

tfoptflow icon tfoptflow

Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)

transnet icon transnet

TransNet: A deep network for fast detection of common shot transitions

transnetv2 icon transnetv2

TransNet V2: Shot Boundary Detection Neural Network

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