MLCVZoo MMDetection Package
Project description
MLCVZoo MMDetection
The MLCVZoo is an SDK for simplifying the usage of various (machine learning driven) computer vision algorithms. The package mlcvzoo_mmdetection is the wrapper module for the mmdetection framework.
Install
NOTE: For some panoptic segmentation models of mmdetection you need to have the panopticapi installed. How this is handled in mlcvzoo-mmdetection is listed below. Otherwise you will get an ImportError.
Install for developer
Clone repository
cd YOUR_PATH
git clone git@git.openlogisticsfoundation.org:silicon-economy/base/ml-toolbox/mlcvzoo-models/mlcvzoo-mmdetection.git
cd mlcvzoo-mmdetection
Create and install python environment
virtualenv .venv
source .venv/bin/activate
# Install dependencies with all extras (including panopticapi)
source build.sh
For VSCode IDE add the relevant environment variables in .venv/bin/activate.
export PYTHONPATH=PARENT_OF_YOUR_REPOSITORY
# The MMDETECTION_DIR is needed in our unit tests for defining the
# path to the configuration files of mmdetection. Since mmdet v2.15.0
# the configuration are stored in the mmdet/.mim/ folder of the installed
# mmdet package in your python environment. For older versions a specific checkout
# is needed.
export MMDETECTION_DIR="$VIRTUAL_ENV/lib/python3.10/site-packages/mmdet/.mim/"
If you want to use the complete functionality of this module including model deployment, you must additionally clone the mmdeploy framework. After cloning the repository, add the environment variable MMDEPLOY_DIR to .venv/bin/activate and set it to the path of the mmdeploy repository.
Install for package users
The following command installs the mlcvzoo-mmdetection package, however we recommend to have a look at the build.sh script. It is gathering all fixes that are needed to setup a running python environment.
pip install mlcvzoo-mmdetection
NOTE: In order to use panoptic segmentations you have to install the following, as specified by mmdetection:
pip install panopticapi @ git+https://github.com/cocodataset/panopticapi.git@7bb4655548f98f3fedc07bf37e9040a992b054b0
Further documentation
Technology stack
- Python
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 mlcvzoo_mmdetection-6.8.0.tar.gz.
File metadata
- Download URL: mlcvzoo_mmdetection-6.8.0.tar.gz
- Upload date:
- Size: 28.4 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.10.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
3f4acdac991d8ffa65a5590de1e197f3ecc013fac8b46af48a9958d4a90807e2
|
|
| MD5 |
b17bc218601aabd30dda8de2bf9cd177
|
|
| BLAKE2b-256 |
612df894327d525abc5a4ecaa73bb73f0e21e1d40bc7b8301b04199f3bf91996
|
File details
Details for the file mlcvzoo_mmdetection-6.8.0-py3-none-any.whl.
File metadata
- Download URL: mlcvzoo_mmdetection-6.8.0-py3-none-any.whl
- Upload date:
- Size: 32.4 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.10.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d7698ef1118d7b65a39138576e86802dd090132ccc6694ce428de9ee3fc7d059
|
|
| MD5 |
5416091661548ed05dca155c4df6e62f
|
|
| BLAKE2b-256 |
ff3b34979bbf579a505b3e2d308c0c2542a50e3b45d23c674dc7ad9143965da8
|
