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[tune](deps): Bump gluoncv from 0.9.1 to 0.10.3 in /python/requirements #21

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@dependabot dependabot bot commented on behalf of github Jun 19, 2021

Bumps gluoncv from 0.9.1 to 0.10.3.

Release notes

Sourced from gluoncv's releases.

GluonCV 0.10.0 release

Highlights

GluonCV 0.10.0 release features a new Auto Module designed to bootstrap training tasks with less code and effort:

  • simpler and better custom dataset loading experience with pandas DataFrame visualization. Comparing with obsolete code based dataset composition, it allows you to load arbitrary datasets faster and more reliable.

  • one liner fit function with configuration file support(yaml configuration file)

  • built-in HPO support, for effortless tuning of hyper-parameters

gluoncv.auto

This release includes a new module called gluoncv.auto, with gluoncv.auto you can access many high-level APIs such as data, estimators and tasks.

gluoncv.auto.data

auto.data module is designed to load arbitrary web datasets you find on the internet, such as Kaggle competition datasets. You may refer to this tutorial or check out the fully compatible d8 dataset for loading custom datasets.

Loading data:

The dataset has internal DataFrame storage for easier access and analysis

Visualization:

similar for object detection:

gluoncv.auto.estimators

In this release, we packed the following high-level estimators for training and predicting images for image classification and object detection.

  • gluoncv.auto.estimators.ImageClassificationEstimator
  • gluoncv.auto.estimators.SSDEstimator
  • gluoncv.auto.estimators.CenterNetEstimator
  • gluoncv.auto.estimators.FasterRCNNEstimator
  • gluoncv.auto.estimators.YOLOv3Estimator

Highlighted usages

  • fit function:

... (truncated)

Commits

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@dependabot dependabot bot added the dependencies Pull requests that update a dependency file label Jun 19, 2021
Bumps [gluoncv](https://github.com/dmlc/gluon-cv) from 0.9.1 to 0.10.3.
- [Release notes](https://github.com/dmlc/gluon-cv/releases)
- [Commits](https://github.com/dmlc/gluon-cv/commits)

---
updated-dependencies:
- dependency-name: gluoncv
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
@dependabot dependabot bot force-pushed the dependabot/pip/python/requirements/gluoncv-0.10.3 branch from aafc929 to dd25d50 Compare June 28, 2021 20:50
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