Particle Detection
This repository customizes the training, inference and visualization code of the Detectron2 framework to accurately detect rod-like particles. It additionally provides functionality to track these detected particles over multiple frames and reconstruct 3D representations of these observed granular gases.
Please refer to the documentation for more detailed information.
Installation
Install the default version using pip:
pip install ParticleDetection
Or use one of the options described in the documentation. Some options require manual installation of additional libraries.
pip install ParticleDetection[OPTION]
It is also possible to install it directly from GitHub:
pip install 'git+https://github.com/ANP-Granular/ParticleTracking.git#egg=particledetection&subdirectory=ParticleDetection'
pip install 'particledetection[DETECTRON] @ git+https://github.com/ANP-Granular/ParticleTracking.git#egg=
particledetection&subdirectory=ParticleDetection'
1 maintainer
Metadata
1 maintainer
Release files for ParticleDetection 0.4.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| particledetection-0.4.3.tar.gz | 77.5 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| particledetection-0.4.3-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 178.9 kB
Release files / particledetection-0.4.3.tar.gz
| Download URL | particledetection-0.4.3.tar.gz |
|---|---|
| Size | 77.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
d3387f12bb831ec38ee0e62756bf95297dc9379635e6175fa8ac3f30edf47a3b
|
|
BLAKE2b-256 checksum How to use checksums |
aeff55955286f06566f0f9ed1c781baa4e036cbde5e2a4dd4196bacb138e8ab4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
poetry/1.8.3 CPython/3.12.6 Linux/6.8.0-1014-azure
|
Release files / particledetection-0.4.3-py3-none-any.whl
| Download URL | particledetection-0.4.3-py3-none-any.whl |
|---|---|
| Size | 101.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
8e924b124635df6219576c908701c0dc8ab6cec8afb07f0039b56b709faec4c0
|
|
BLAKE2b-256 checksum How to use checksums |
47b5546c454430cdcccb8e22b4721817ce10c9ee3975baa1f10796820c230a33
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
poetry/1.8.3 CPython/3.12.6 Linux/6.8.0-1014-azure
|
