First Person Vision @ Image Processing Laboratory - University of Catania

All

17 repositories

Differentiable-Task-Graph-Learning
Public
Code for the paper "Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos" [NeurIPS (spotlight), 2024]
spotlight maximum-likelihood task-planning task-graph egocentric-videos mistake-detection neurips-2024
Python
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Other
•1•5•0•0•Updated Nov 5, 2024Nov 5, 2024
EASG
Public
Action Scene Graphs for Long-Form Understanding of Egocentric Videos (CVPR 2024)
scene-graph egocentric-videos ego4d cvpr2024
Jupyter Notebook
•0•29•1•0•Updated Oct 24, 2024Oct 24, 2024
HOI-Synth
Public
Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection? [ECCV, 2024]
Other
•0•9•0•0•Updated Oct 11, 2024Oct 11, 2024
ENIGMA-51
Public
Jupyter Notebook
•0•5•0•0•Updated Jul 24, 2024Jul 24, 2024
synchronization-is-all-you-need
Public
Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs [ECCV, 2024]
Python
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MIT License
•0•5•1•0•Updated Jul 19, 2024Jul 19, 2024
Quasi-Online-Detection-Take-Release
Public
Code for the Paper: Quasi-Online Detection of Take and Release Actions from Egocentric Videos. International Conference on Image Analysis and Processing 2023.
video-understanding action-detection
Python
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Apache License 2.0
•0•0•0•0•Updated May 28, 2024May 28, 2024
WMM-detection-for-visual-navigation-systems
Public
Code and documentation of the paper World-map misalignment detection for visual navigation systems
C#
•0•1•0•0•Updated Apr 2, 2024Apr 2, 2024
calisthenics-skills-segmentation
Public
Python
•0•3•0•0•Updated Feb 24, 2024Feb 24, 2024
STMDA-RetinaNet
Public
Official Detectron2 implementation of STMDA-RetinaNet of our Computer Vision and Image Understanding 2022 work 'A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training'
cyclegan google-colab unsupervised-domain-adaptation detectron2 coco-annotations stmda-retinanet deep-learning object-detection domain-adaptation
Python
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MIT License
•8•27•0•0•Updated Dec 3, 2023Dec 3, 2023
DA-RetinaNet
Public
Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'
pascal-voc cityscapes domain-adaptation cyclegan retinanet google-colab unsupervised-domain-adaptation cityscapes-dataset detectron2 coco-annotations
Python
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MIT License
•10•62•0•0•Updated Dec 3, 2023Dec 3, 2023
rulstm
Public archive
Code for the Paper: Antonino Furnari and Giovanni Maria Farinella. What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention. International Conference on Computer Vision, 2019.
Jupyter Notebook
•33•132•0•2•Updated Aug 23, 2023Aug 23, 2023
MECCANO
Public
The MECCANO Dataset: official repository in which we provide code and models.
Python
•2•32•3•0•Updated Jul 31, 2023Jul 31, 2023
stillfast
Public
Code for the paper: F. Ragusa, G. M. Farinella, A. Furnari. StillFast: An End-to-End Approach for Short-Term Object Interaction Anticipation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops.
Python
•2•12•2•0•Updated Apr 11, 2023Apr 11, 2023
WS-Attended-Object-Detection
Public
Code of the paper Weakly Supervised Attended Object Detection Using Gaze Data as Annotations
Python
•0•0•0•0•Updated May 4, 2022May 4, 2022
mid-level-fusion-nav
Public
Python
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MIT License
•0•1•0•0•Updated Jan 27, 2022Jan 27, 2022
habitat-domain-adaptation
Public
Python
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MIT License
•0•3•0•0•Updated Oct 22, 2020Oct 22, 2020
action-anticipation-losses
Public
Implements the loss used in A. Furnari, S. Battiato, G. M. Farinella (2018). Leveraging Uncertainty to Rethink Loss Functions and Evaluation Measures for Egocentric Action Anticipation . In International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ECCV .
Python
•5•12•0•0•Updated May 22, 2019May 22, 2019