Release of DenseTorch
I have just released a PyTorch wrapper that aims to facilitate a typical training workflow of dense per-pixel tasks. The project code is available here. Curr...
Recent Posts
Multi-Task RefineNet Demo in Your Browser
I have just added a demo of Multi-Task RefineNet running in your browser with the help of TensorFlow.js. Check it out in demos! For now, only browsers with W...
Real-Time Joint Segmentation, Depth and Surface Normals Estimation
Our paper, titled āReal-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotationsā has recently been accepted at International Confe...
On the perils of being slow in semantic segmentation
Segmenting a turtle - one of the slowest animals on Earth: left - original photo, right - segmentation result (highligh...
Light-Weight RefineNet
After nearly two years from my first publication (at the same venue as now), which included a year of academic break, I have finally submitted my first paper...