A pytorch compatible video dataset that is fully customizable.
Project description
Video Dataset
This is a python library to create a video dataset. The project is inspired from Video-Dataset-Loading-Pytorch but with a lot of additional features and modifications.
The goal is to have a very moldable and customizable video dataset that can be reused in all possible video dataset situations.
Installation
pip install video-dataset
Supported Dataset Structures
Raw Videos
- your-dataset
- - videos
- - - video-1.mp4
- - - video-2.mp3
- - - ...
- - annotations
- - - video-1.csv
- - - video-2.csv
- - - ...
training_ids.txt
testing_ids.txt
validation_ids.txt
Videos Frames
- your-dataset
- - videos
- - - video-1
- - - - img_00001.jpg
- - - - img_00002.jpg
- - - - img_00003.jpg
- - - - ...
- - - video-2
- - - ...
- - annotations
- - - video-1.csv
- - - video-2.csv
- - - ...
training_ids.txt
testing_ids.txt
validation_ids.txt
Text Annotations
Usage
Todos
- Explore for faster methods of reading images to speed up the loading as 0.6 seconds is really too slow in my opinion.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file video_dataset-0.2.8.dev20250303123112.tar.gz.
File metadata
- Download URL: video_dataset-0.2.8.dev20250303123112.tar.gz
- Upload date:
- Size: 7.4 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: poetry/2.1.1 CPython/3.12.9 Linux/6.8.0-1021-azure
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
0afc7d297eb9ac515b2a2ae08c4b0fb8798c9cd092030d7417ef133205a78752
|
|
| MD5 |
de512178e532bde8baa2a4185fee2386
|
|
| BLAKE2b-256 |
8c7b4c1523c2a0458fe3ccff3ec588311fd20d3b5f2a042052c0a2274ca3127a
|
File details
Details for the file video_dataset-0.2.8.dev20250303123112-py3-none-any.whl.
File metadata
- Download URL: video_dataset-0.2.8.dev20250303123112-py3-none-any.whl
- Upload date:
- Size: 9.4 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: poetry/2.1.1 CPython/3.12.9 Linux/6.8.0-1021-azure
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
8ec86ac33e20a45a68b158a4dfc696c03fb4c9428d989706b1b1f6aeb45d2579
|
|
| MD5 |
bc96361d7e157bbf7d7b69d21c6599d4
|
|
| BLAKE2b-256 |
37ffa42bf592cb9b9acef00aa36750bc0cf9130a080f61ebc2dd269507c54d69
|
