Projects
Video Action Recognition
Video Action Recognition
GluonCV video toolkit in both PyTorch and MXNet.
Paper: A Comprehensive Study of Deep Video Action Recognition
Code: https://github.com/dmlc/gluon-cv/tree/master/scripts/action-recognition
Model Zoo: https://cv.gluon.ai/model_zoo/action_recognition.html
CVPR 2020 tutorial: https://bryanyzhu.github.io/videomodeling.github.io/
Youtube: https://www.youtube.com/watch?v=Jwt0Wtlv_uo&list=PLGCZZzK2R0X6RQiQrbShUULsbF1qeC17d
Semantic Segmentation
Semantic Segmentation
Improving Semantic Segmentation via Video Propagation and Label Relaxation, CVPR 2019 (Oral presentation)
Paper: https://arxiv.org/abs/1812.01593