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Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach [Neural Network Weights] Open Access
Descriptions
- Resource type
- Other
- Contributors
- Creator:
Atapour-Abarghouei, Amir
1
Contact person: Atapour-Abarghouei, Amir 1
Editor: Atapour-Abarghouei, Amir 1
Contact person: Breckon, Toby P. 1
Editor: Breckon, Toby P. 1
1 Durham University, UK
- Funder
- Research methods
- Other description
-
The data file has been created using PyTorch ( https://pytorch.org
) and contains the weights of a generative model trained to perform monocular depth estimation and semantic segmentation. The file is needed as part of the pipeline for the project at https://github.com/atapour/temporal-depth-segmentation
Instructions on how the file can be used and how the code is run can also be found at https://github.com/atapour/temporal-depth-segmentation
- Keyword
- Monocular Depth Estimation
Semantic Segmentation
Temporal Consistency
Computer Vision
- Subject
- Location
- Language
- Cited in
- Identifier
- ark:/32150/r25425k9734
- Rights
- MIT Licence (MIT)
- Publisher
-
Durham University
- Date Created
File Details
- Depositor
- A. Atapour Abarghouei
- Date Uploaded
- 15 March 2019, 12:03:16
- Date Modified
- 18 March 2019, 11:03:17
- Audit Status
- Audits have not yet been run on this file.
- Characterization
-
File format: zip (ZIP Format)
Mime type: application/zip
File size: 539415560
Last modified: 2019:03:15 12:30:46+00:00
Filename: pre_trained_weights.zip
Original checksum: e955db2cf2bc11a3e79e2d2153299fce
| User Activity | Date |
|---|---|
| User N. Syrotiuk has updated Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach [Neural Network Weights] | over 5 years ago |
| User N. Syrotiuk has updated Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach [Neural Network Weights] | over 5 years ago |
| User N. Syrotiuk has updated Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach [Neural Network Weights] | over 5 years ago |
| User A. Atapour Abarghouei has updated Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach [Neural Network Weights] | over 5 years ago |
| User A. Atapour Abarghouei has deposited pre_trained_weights.zip | over 5 years ago |