Datasetpublic

medarc/AlgonautsDS-features

Saved Features for Algonauts '25 Dataset This repository contains pre-extracted features for the Algonauts Challenge dataset using baseline models. Features Overview The developer_kit directory contains features extracted for the entire dataset using the following models: Video Features Model: SlowFast R50 Extracts spatiotemporal features from video frames Captures motion and appearance information Audio Features Model: MFCC… See the full description on the dataset page: https://huggingface.co/datasets/medarc/AlgonautsDS-features.

sourceHugging Faceupdated 1y agoView on Hugging Face

2likes669downloads

Dataset Card

Saved Features for Algonauts '25 Dataset

This repository contains pre-extracted features for the Algonauts Challenge dataset using baseline models.

Features Overview

The developer_kit directory contains features extracted for the entire dataset using the following models:

Video Features

—Model: SlowFast R50
—Extracts spatiotemporal features from video frames
—Captures motion and appearance information

Audio Features

—Model: MFCC (Mel-frequency cepstral coefficients)
—Standard acoustic features representing the short-term power spectrum
—Captures key audio characteristics

Language Features

—Model: BERT (Bidirectional Encoder Representations from Transformers)
—Contextual word embeddings from text descriptions
—Encodes semantic meaning of language