Results for NVStereoNet_ROB
Submission data
Full name | NVStereoNet: An Efficient Semi-Supervised Deep Neural Network Approach |
Description | We propose a novel semi-supervised learning approach to training a deep stereo neural network, along with a novel architecture
containing a machine-learned argmax layer and a custom, publicly available runtime that enables a smaller version of our stereo DNN to run on an embedded GPU. |
Publication title | On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach |
Publication authors | Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield |
Publication venue | Arxiv |
Publication URL | https://arxiv.org/abs/1803.09719 |
Programming language(s) | TensorFlow |
Hardware | Titan XP |
Submission creation date | 1 Jun, 2018 |
Last edited | 1 Jun, 2018 |
High-res multi-view results
Info | all | high-res multi-view | indoor | outdoor | botani. | boulde. | bridge | door | exhibi. | lectur. | living. | lounge | observ. | old co. | statue | terrac. |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
No results yet. |
Low-res many-view results
Info | all | low-res many-view | indoor | outdoor | lakeside | sand box | storage room | storage room 2 | tunnel |
---|---|---|---|---|---|---|---|---|---|
No results yet. |