Science Score: 10.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
○CITATION.cff file
-
○codemeta.json file
-
○.zenodo.json file
-
○DOI references
-
✓Academic publication links
Links to: researchgate.net -
○Committers with academic emails
-
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (9.2%) to scientific vocabulary
Keywords
Repository
A Python package to reconstruct 3D models from video
Basic Info
Statistics
- Stars: 52
- Watchers: 2
- Forks: 17
- Open Issues: 1
- Releases: 0
Topics
Metadata Files
README.md
modeler
A simple package to reconstruct a 3D model of an object from a video taken for that object
Prerequisites
This package uses Python 3.x
Also, you'll need OpenCV and numpy which can be downloaded using the following commands
pip install numpy
pip install opencv-python
Installation
To install modeler simply run this command from the command line:
pip install modeler
Or
pip install git+git://github.com/Wajdy759/modeler.git#egg=modeler
Then you can import it using:
import modeler
Usage
modeler has a module called SfM which handles wraps everything you'll need
sfm = SfM(results_dir, video_already_converted, video_path, video_sampling_rate)
Where:
- results_dir: the directory where the module outputs the .ply file
- video_already_converted: a boolean set to true if the video used was already converted to images in 'inputimages'
- `videopath: in case video_already_converted is False, the module uses the video in 'video_path' as input
-videosamplingrate`: the frequency at which the module extracts images from the video to use in the actual reconstruction
To actually run the algorithm and get the 3D model you'd use
sfm.find_structure_from_motion()
Example
``` from modeler import SfM
sfm = SfM('results/', False, 'videos/vid1.mp4', 27) sfm.structurefrommotion() ``` When the progrm terminates you'll get a set of .ply files in the folder named results
References
This project was heavily inspired by this article https://www.researchgate.net/publication/2651908803Dreconstructionfrommultiple_images
Owner
- Name: Wajdy
- Login: ItsWajdy
- Kind: user
- Repositories: 27
- Profile: https://github.com/ItsWajdy
Artificial Intelligence Engineer
GitHub Events
Total
- Watch event: 4
- Fork event: 2
Last Year
- Watch event: 4
- Fork event: 2
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 1
- Total pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Total issue authors: 1
- Total pull request authors: 0
- Average comments per issue: 2.0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- 1chimaruGin (1)