dmlc/gluon-cv
Ver no GitHub[Discussion, Call for contribution] GluonCV 0.5 Roadmap
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#757 aberto em 24 de abr. de 2019
call for contributionhelp wanted
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Description
Hi,
I am opening a discussion thread for roadmap towards next release to everyone. Specifically, we are looking for:
- New features that are useful to your research and projects
- Improvements and patches to existing features
If you have any item that you'd like to propose to have in the roadmap, please do:
- Create (or locate existing) issue for the item, note the issue number.
- Comment in this issue: 1) the above issue number, 2) one sentence of what the item is about and why it's useful to you.
- Indication on whether you'd be willing to help out on the item.
Projects
- Video applications
- Action Recognition, phase I: High-perf Video Loader for training (https://github.com/zhreshold/decord)
- Public slides added to website(https://gluon-cv.mxnet.io/slides.html), and we are expecting more to be updated
- Better TVM integration (https://github.com/dmlc/tvm/pulls?utf8=%E2%9C%93&q=gluoncv)
Models
- Alphapose (reference: https://github.com/MVIG-SJTU/AlphaPose/tree/mxnet)
- OctConv replacement (https://arxiv.org/abs/1904.05049)
APIs
- Added API to visualize gluon networks #722
Scripts
- Fix pose estimation #703
Improvements
- Faster/Mask-RCNN FPN enhancement #700
I'll be collecting scattered bug fixes in release note later.
@dmlc/gluon-vision @pengzhao-intel @xinyu-intel @husonchen @kevinthesun @Laurawly @yidawang @ThomasDelteil @chinakook