---
license: gpl-3.0
task_categories:
  - feature-extraction
  - image-classification
  - video-classification
  - image-feature-extraction
language:
  - en
pretty_name: MovieFeats_Visual
size_categories:
  - n>100G
---

# 🎬 SceneSense Dataset

The dataset contains visual features obtained from a wide range of movies (full-length), their shots, and free trailers. It can be used in recommendation, information retrieval, classification, _etc_. You can read more about it [on the GitHub repository](https://github.com/RecSys-lab/SceneSense).

<!-- [![arXiv](https://img.shields.io/badge/arXiv-2309.10461-b31b1b.svg)](https://arxiv.org/abs/2309.10461) -->

## 📃 Table of Content

- [Dataset Stats](#stats)

## 📊 Dataset Stats <a id="stats"></a>

You can find below the stats and characteristics of the dataset:

| Aspect                                      | Value     |
| ------------------------------------------- | --------- |
| **Total Number of Movies:**                 | 274       |
| **Average Frames per Movie:**               | 7,732     |
| **Total Number of Frames/Feature Vectors:** | 2,118,647 |

Also, the stats when combined with **MovieLenz 25M** ([link](https://grouplens.org/datasets/movielens/25m/)) are listed below:

| Aspect                              | Value     |
| ----------------------------------- | --------- |
| **Accumulative # of Genres:**       | 723       |
| **Average Movie Ratings:**          | 3.88/5    |
| **Total # of Users:**               | 158,146   |
| **Accumulative # of Interactions:** | 2,869,024 |

In terms of the model-based characteristics of the datase:

| Data        | Model | Total Files | Size on Disk  |
| ----------- | ----- | ----------- | ------------- |
| Full Movies | incp3 | 84,872      | 35.8 GB       |
| Full Movies | vgg19 | 84,872      | 46.1 GB       |
| Movie Shots | incp3 | 16,713      | 7.01 GB       |
| Movie Shots | vgg19 | 24,598      | 13.3 GB       |
| Trailers    | incp3 | 1,725       | 681 MB        |
| Trailers    | vgg19 | 1,725       | 885 MB        |
| **Total**   | -     | **214,505** | **~103.8 GB** |