metadata
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.
📃 Table of Content
📊 Dataset Stats
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) 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 |