animl-py
Includes a set of functions to classify subjects within camera trap field data and can handle both images and videos.
https://github.com/conservationtechlab/animl-py
Category: Biosphere
Sub Category: Terrestrial Wildlife
Last synced: about 15 hours ago
JSON representation
Repository metadata
Animl comprises a variety of machine learning tools for analyzing ecological data. This Python package includes a set of functions to classify subjects within camera trap field data and can handle both images and videos.
- Host: GitHub
- URL: https://github.com/conservationtechlab/animl-py
- Owner: conservationtechlab
- License: mit
- Created: 2023-03-07T19:31:04.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2025-12-17T03:34:19.000Z (8 days ago)
- Last Synced: 2025-12-18T09:18:53.077Z (7 days ago)
- Language: Python
- Size: 460 MB
- Stars: 11
- Watchers: 3
- Forks: 6
- Open Issues: 5
- Releases: 6
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata
- Name: Conservation Technology Lab
- Login: conservationtechlab
- Email:
- Kind: organization
- Description: The Conservation Technology Lab at the San Diego Zoo Wildlife Alliance
- Website: https://science.sandiegozoo.org/
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/103073305?v=4
- Repositories: 15
- Last ynced at: 2023-03-06T13:54:33.024Z
- Profile URL: https://github.com/conservationtechlab
GitHub Events
Total
- Create event: 50
- Release event: 4
- Issues event: 79
- Watch event: 2
- Delete event: 46
- Member event: 4
- Issue comment event: 13
- Push event: 252
- Pull request review comment event: 25
- Pull request review event: 26
- Pull request event: 80
- Fork event: 2
Last Year
- Create event: 50
- Release event: 4
- Issues event: 79
- Watch event: 1
- Delete event: 46
- Issue comment event: 10
- Member event: 4
- Push event: 243
- Pull request review comment event: 25
- Pull request event: 79
- Pull request review event: 26
Committers metadata
Last synced: 2 days ago
Total Commits: 611
Total Committers: 11
Avg Commits per committer: 55.545
Development Distribution Score (DDS): 0.198
Commits in past year: 368
Committers in past year: 5
Avg Commits per committer in past year: 73.6
Development Distribution Score (DDS) in past year: 0.182
| Name | Commits | |
|---|---|---|
| Kyra Swanson | t****n@g****m | 490 |
| mamani828 | m****1@g****m | 33 |
| jcampbell350 | j****0@g****u | 17 |
| srinidhi98 | s****y@g****m | 16 |
| Mathias Tobler | m****r@g****t | 14 |
| unduwapk | u****e@u****u | 13 |
| Peter van Lunteren | c****t@p****m | 12 |
| ayush2725 | 6****5 | 10 |
| Mani | m****i@R****g | 3 |
| Wani Sachin Gopal | s****8@g****m | 2 |
| Katie Garwood | k****d@s****g | 1 |
Committer domains:
- sdzwa.org: 1
- rocm.myguest.virtualbox.org: 1
- pvanlunteren.com: 1
- ucsd.edu: 1
- gmx.net: 1
- gatech.edu: 1
Issue and Pull Request metadata
Last synced: 7 days ago
Total issues: 79
Total pull requests: 143
Average time to close issues: 4 months
Average time to close pull requests: 4 days
Total issue authors: 8
Total pull request authors: 9
Average comments per issue: 0.18
Average comments per pull request: 0.13
Merged pull request: 98
Bot issues: 0
Bot pull requests: 0
Past year issues: 48
Past year pull requests: 79
Past year average time to close issues: 25 days
Past year average time to close pull requests: 2 days
Past year issue authors: 6
Past year pull request authors: 4
Past year average comments per issue: 0.1
Past year average comments per pull request: 0.08
Past year merged pull request: 55
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- tkswanson (61)
- matobler (7)
- jcampbell350 (3)
- kgarwoodsdzwa (2)
- srinidhi98 (2)
- iingram (2)
- cyang406 (1)
- sriraksharao (1)
Top Pull Request Authors
- tkswanson (108)
- ayush2725 (19)
- mamani828 (4)
- srinidhi98 (4)
- jcampbell350 (3)
- PetervanLunteren (2)
- unduwapk (1)
- Sachin-Wani (1)
- matobler (1)
Top Issue Labels
- enhancement (10)
- api change (4)
- documentation (4)
- bug (2)
Top Pull Request Labels
Package metadata
- Total packages: 2
-
Total downloads:
- pypi: 363 last-month
- Total dependent packages: 0 (may contain duplicates)
- Total dependent repositories: 1 (may contain duplicates)
- Total versions: 26
- Total maintainers: 2
pypi.org: animl
Tools for classifying camera trap images
- Homepage: https://github.com/conservationtechlab/animl-py
- Documentation: https://animl.readthedocs.io/
- Licenses: mit
- Latest release: 3.1.1 (published 5 days ago)
- Last Synced: 2025-12-21T15:03:16.566Z (4 days ago)
- Versions: 25
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 343 Last month
-
Rankings:
- Dependent packages count: 10.118%
- Downloads: 20.076%
- Dependent repos count: 21.552%
- Average: 22.644%
- Forks count: 22.649%
- Stargazers count: 38.827%
- Maintainers (2)
pypi.org: animl-lite
Tools for classifying camera trap images
- Homepage: https://github.com/conservationtechlab/animl-py
- Documentation: https://animl-lite.readthedocs.io/
- Licenses: mit
- Latest release: 3.1.0 (published about 1 month ago)
- Last Synced: 2025-12-21T15:03:12.192Z (4 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 20 Last month
-
Rankings:
- Dependent packages count: 8.303%
- Average: 27.619%
- Dependent repos count: 46.934%
- Maintainers (1)
Dependencies
- numpy ==1.26.4
- onnxruntime-gpu ==1.19.2
- opencv-python ==4.10.0.84
- pandas ==2.2.2
- pillow ==10.4.0
- scikit-learn ==1.5.2
- timm ==1.0.9
- tqdm >=4.66.5
- ultralytics ==8.3.95
- wget >=3.2
Score: 11.073117328439517