The repository is the implementation of the method that won 2nd place in the Ego4D LTA challenge 2023
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Jul 6, 2023 - Python
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action-anticipation
Here are 11 public repositories matching this topic...
Code and models for the Action Anticipation benchmark of Assembly101
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Jan 23, 2023 - Python
Approximating a 3DCNN with a 2DCNN
deep-learning
pytorch
video-processing
vgg
transfer-learning
representation-learning
scene-recognition
action-recognition
video-understanding
resnext
c3d
3dcnn
multitask-learning
lightweight-neural-network
action-anticipation
efficient-neural-networks
action-quality-assessment
c3d-lstm
future-prediction
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Jul 13, 2020 - Python
A collection of the forefront of Egocentric Human Activity Recognition (HAR) and Action Anticipation through Deep Learning
deep-neural-networks
deep-learning
human-activity-recognition
egocentric-action-recognition
action-anticipation
egocentric-vision
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Feb 7, 2024
Winner of CVPR23 EGO4D STA challenge
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Oct 14, 2024 - Python
A curated list of papers and resources linked to action anticipation and early action recognition from videos.
computer-vision
deep-learning
awesome-list
action-recognition
action-prediction
awesome-papers
action-anticipation
early-action-recognition
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Jun 14, 2021
PyTorch Implementation for the paper "Let Me Help You! Neuro-Symbolic Short-Context Action Anticipation" accepted to RA-L'24.
computer-vision
pytorch
attention
human-robot-interaction
video-understanding
human-robot-collaboration
action-anticipation
short-context
robot-and-automation
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Aug 9, 2024 - Python
[ECCV 2020] Temporal Aggregate Representations for Long-Range Video Understanding
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Sep 13, 2021 - Python
Simple PyTorch Dataset for the EPIC-Kitchens-55 and EPIC-Kitchens-100 that handles frames and features (rgb, optical flow, and objects) for the Action Recognition and the Action Anticipation Tasks!
action-recognition
epic-kitchens
pytorch-dataset
action-anticipation
epic-kitchens-55
epick-kitchens-100
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Jan 22, 2023 - Python
Code for the paper: Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation.
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Aug 15, 2023 - Python
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs
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Oct 27, 2024 - Python
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