mlcvzoo-yolox: Upgrade to TensorRT 8.4

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!149

Simon Kurz authored Feb 01, 2023 and Maximilian Otten committed Feb 01, 2023

- Increment TensorRT version in pyproject.toml and update the lock file
- Add new TensorRT conversion tests for different yolox versions to see 
  whether a higher TensorRT version improves memory utilization
- Fix post-processing bug for yolox predictions in third-party code

mlcvzoo: Ensure filepath length compatibility with windows machines

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!178

Unit tests only, no code changes

mlcvzoo-util: Resolve "Add Template Check for Model Timer"

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!163

Luise Weickhmann authored Jan 24, 2023 and Maximilian Otten committed Jan 24, 2023

* The ModelTimer class template is now considered in the tests.
* The existing template was updated and corresponds to the config class
  and passes the test.

Co-authored-by: @lweickhm 

changed input shape assignment

Closes #101

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!155

Luise Weickhmann authored Dec 09, 2022 and Maximilian Otten committed Dec 09, 2022

- Changed how image-shape is read out from XML files in PascalVOC format
- Adjust tuple format of image-shape to the same format as the other parsers

Co-authored-by: Luise Weickhmann <luise.weickhmann@iml.fraunhofer.de>

Add convenience features to the Box class

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!176

- Provide width and height of the box as property
- Create a crop from an image
- Compute a histogram for the Box based on an image
- Compute iou between two Boxes
- Compute euclidean_distance between two Boxes

Parallelize CI jobs as much as possible

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!175

Run every CI job on every possible runner as much as possible and 
require dind and a GPU only where absolutely necessary

No code changes or other changes to any artifacts

CI: Ensure current base containers are used for CI images

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!173

Add the --pull arg to docker build so that docker always asks the 
registry for a more recent "FROM:"-image.

Add config registry

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!171

Maximilian Otten authored Nov 29, 2022 and Christian Hoppe committed Nov 29, 2022

- Introduce a generic base class for mlcvzoo registries
- Add the ConfigRegistry as instance object in the ModelRegistry
- Adapt ReadFromFile configuration build: Allow the "from_yaml" constructor parameter to be optional

It turns out that mmcv is silently built without GPU support if no GPU
is present during compilation. Since the current CI template does not
allow to nicely pin jobs for specific subprojects to specific runners
build all CI images on the GPU enabled runner again.

Reduce container image size and improve some CI workarounds

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!170

- Build CI images anywhere since only unit tests require a GPU
- Don't store pip caches in CI images
- Improve build.sh workaround scripts for more robustness

No code changes

Enhance od model factory

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!167

Maximilian Otten authored Nov 24, 2022 and Christian Hoppe committed Nov 24, 2022

- Add optional parameter 'logging_configs' to MetricFactory.log_results
- Add tensorboard false-positive and false-negative image logging to the ODMetricFactory
- Fix a bug in log_false_positive_info_to_tb where bounding boxes where
  drawn incorrectly

Fix mmocr constructor behavior

Closes #99

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!165

Maximilian Otten authored Nov 18, 2022 and Christian Hoppe committed Nov 18, 2022

For evaluation of a trained OCR model, it is beneficial to be able to 
initialize a model instance with an already existing configuration 
object instead of creating many configuration files for each checkpoint 
or evaluation parameter.
Make the "from_yaml" in MMOCRModel, MMOCRTextDetectionModel and 
MMOCRTextRecognitionModel constructors optional to allow this.

Bumps mlcvzoo-mmocr version to 4.1.0

Fix ModelEvaluator bug

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!164

Maximilian Otten authored Nov 18, 2022 and Christian Hoppe committed Nov 18, 2022

- Issue #105:
  - Ensure stable behavior of the "from_str" method of the ClassIdentifier class
- Issue #106:
  - Ensure correct drawing of ground-truth, false-positive and false-negative bounding-boxes
    in the tensorboard logs
- Issue #107:
  - Ensure that keys are existing in computation dictionaries before accessing them

This is more robust and allows repeat pipelines in main in any case.

Bump MLCVZoo-Base version due to filename conflict on pypi

Use poetry 1.2 and fix associated breakage

Closes #103

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!166

Widen pillow dependency version range to include pillow 9

Bumps mlcvzoo_base version to 4.3.1
Bumps mlcvzoo_util version to 0.1.1
Bumps mlcvzoo_yolox version to 5.1.1

Co-authored-by: Maximilian Otten <maximilian.otten@iml.fraunhofer.de>

Some CI base container fixes

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!161

- Don't install interactive-use-only tool nano - install manually if needed
- Build for CUDA arch 8.0 to be able to use A100 GPUs
- Stick to poetry 1.1 for now

Minor ModelEvaluator enhancements

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!154

Maximilian Otten authored Oct 19, 2022 and Christian Hoppe committed Oct 19, 2022

Hand over inference model to _post_evaluation_step() to allow using it in e.g. 
MLFlow logging or other user defined functions in derived classes.

Correctly utilize reduction mapping for Object Detection evaluation

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!158

Maximilian Otten authored Oct 19, 2022 and Christian Hoppe committed Oct 19, 2022

- Don't run the evaluation based on a classes-id-dict, but on a list of class-identifiers
- Change the internal data structures to dictionaries to be more flexible

CI and scripts maintenance

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!146

- Bump CI base container version to 11.1.1-cudnn8-devel-ubuntu20.04, 11.1-cudnn8... is unavailable
- Cleanup gitlab-ci files
- Delete obsolete scripts
- Replace third-party-license script with the more generic and robust SE version
- Add a script executing unit tests in arbitrary MLCVZoo CI containers

Fix restore method for mmdetection package

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!156

Luca Kotulla authored Oct 17, 2022 and Maximilian Otten committed Oct 17, 2022

Ensure that the checkpoint is used which is passed to the method

Co-authored-by: Luca Kotulla <luca.kotulla@iml.fraunhofer.de>

Ensure config builder version 7 compatibility for mlcvzoo-mmocr

See merge request silicon-economy/base/ml-toolbox/MLCVZoo!153