CMU-CREATE-Lab / deep-smoke-machine
Deep learning models and dataset for recognizing industrial smoke emissions
Why this job: matched by what the repo talks about: dataset, learn, model, machine
What it does
Deep learning models and dataset for recognizing industrial smoke emissions. The videos are from the smoke labeling tool. The code in this repository assumes that Ubuntu 18.04 server is installed. The code is released under the BSD 3-clause license, and the dataset is released under the Creative Commons Zero (CC0) license. If you found this dataset and the code useful, we would greatly appreciate it if you could cite our paper below:
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Inactive
- Last commit 7 months ago
- Stars
- 125
- On GitHub
- Licence
- BSD-3-Clause
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v1.0
- Released 6 years ago
- Built with
- Python
- 99% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 83% closed
- 2 still open
- Pull requests
- 3 merged
- 0 waiting
- Releases
- 1
- 0 in the last year
- No contributing guide
- No security policy
- No code of conduct
More: languages, topics and project record
Languages
- Python 99%
- Shell 1%
Topics
- air-quality
- citizen-science
- computer-vision
- deep-learning
- machine-learning
- neural-network
- python
- pytorch
- smoke
- smoke-recognition
Project record
- JobEvals and observability
- StatusListed
- Commits534
- Forks30
- Watching11
- Stars in 28 days0
- CreatedApr 30, 2019
- First seen by usNov 7, 2026
- CheckedNov 8, 2026