MMAction Roadmap - Githubissues

open-mmlab / mmaction

An open-source toolbox for action understanding based on PyTorch

https://open-mmlab.github.io/

Apache License 2.0

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MMAction Roadmap #1

Open yjxiong opened 5 years ago

yjxiong commented 5 years ago

Tasks

[x] Video classificaiton
- [x] 2D CNN (RGB, Two-stream CNN)
- [x] 3D CNN (I3D)
- [x] TSN sampling
[x] Temporal Action Detection
- [x] SSN
- [ ] TAG proposal (v0.2)
- [ ] BSN proposal (v0.2)
[x] Spatial Temporal Action Detection (bounding box only)
- [x] Fast R-CNN + I3D
[ ] Generic Data Interfaces (v0.1.1)

Demos (v0.1.1)

[ ] Video classification
[ ] Temporal action detection
[ ] Spatial temporal detection (bounding box only)

New Operators

[x] Trajectory Convolution
[ ] 2D Correlection (v0.1.1)
[ ] 3D ROIPool (v0.2)

Dataset

[x] UCF101
[x] Kinetics-400
[ ] SomethingSomething-V1
[x] THUMOS14
[x] AVA
[ ] ActivityNet
[x] Custom Dataset
[ ] Charades (v0.2)
[ ] Epic-Kitchen (v0.2)

Documentation

[x] README
[x] Dataset Preparation
[x] Getting started guide
[ ] Extension guide
[x] Model zoo
[x] Contributing
[x] License

Model Zoo

[x] Model files
[ ] Download links
- [x] AWS S3
- [ ] AliCloud

zhangluustb commented 5 years ago

If only you made a performance dashboard.(^-^)