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 5 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 (over 3 years ago)
- Default Branch: main
- Last Pushed: 2026-06-11T22:28:30.000Z (about 1 month ago)
- Last Synced: 2026-06-12T03:03:58.932Z (about 1 month ago)
- Language: Python
- Size: 460 MB
- Stars: 13
- Watchers: 4
- Forks: 8
- Open Issues: 24
- Releases: 8
-
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
- Release event: 4
- Delete event: 64
- Member event: 4
- Pull request event: 97
- Fork event: 2
- Issues event: 87
- Watch event: 2
- Issue comment event: 13
- Push event: 337
- Pull request review comment event: 27
- Pull request review event: 26
- Create event: 64
Last Year
- Delete event: 34
- Member event: 1
- Pull request event: 57
- Issues event: 39
- Issue comment event: 5
- Push event: 181
- Pull request review event: 23
- Pull request review comment event: 27
- Create event: 31
Committers metadata
Last synced: 2 days ago
Total Commits: 738
Total Committers: 14
Avg Commits per committer: 52.714
Development Distribution Score (DDS): 0.205
Commits in past year: 324
Committers in past year: 6
Avg Commits per committer in past year: 54.0
Development Distribution Score (DDS) in past year: 0.139
| Name | Commits | |
|---|---|---|
| Kyra Swanson | t****n@g****m | 587 |
| mamani828 | m****1@g****m | 33 |
| copilot-swe-agent[bot] | 1****t | 24 |
| jcampbell350 | j****0@g****u | 17 |
| srinidhi98 | s****y@g****m | 16 |
| Mathias Tobler | m****r@g****t | 15 |
| unduwapk | u****e@u****u | 13 |
| Peter van Lunteren | c****t@p****m | 12 |
| ayush2725 | 6****5 | 10 |
| Raine Wen | 5****2 | 4 |
| Mani | m****i@R****g | 3 |
| Wani Sachin Gopal | s****8@g****m | 2 |
| Nikita Sharma | s****6@c****u | 1 |
| Katie Garwood | k****d@s****g | 1 |
Committer domains:
- sdzwa.org: 1
- csusm.edu: 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: 6 days ago
Total issues: 108
Total pull requests: 177
Average time to close issues: 4 months
Average time to close pull requests: 4 days
Total issue authors: 10
Total pull request authors: 13
Average comments per issue: 0.18
Average comments per pull request: 0.13
Merged pull request: 121
Bot issues: 0
Bot pull requests: 0
Past year issues: 44
Past year pull requests: 67
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 4 days
Past year issue authors: 6
Past year pull request authors: 6
Past year average comments per issue: 0.14
Past year average comments per pull request: 0.09
Past year merged pull request: 45
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- tkswanson (77)
- Raindrop182 (10)
- matobler (7)
- jcampbell350 (3)
- kgarwoodsdzwa (3)
- srinidhi98 (2)
- nikitasharma768 (2)
- iingram (2)
- cyang406 (1)
- sriraksharao (1)
Top Pull Request Authors
- tkswanson (119)
- ayush2725 (19)
- Raindrop182 (12)
- Copilot (7)
- mamani828 (4)
- srinidhi98 (4)
- jcampbell350 (3)
- abishop1990 (2)
- PetervanLunteren (2)
- nikitasharma768 (2)
- unduwapk (1)
- Sachin-Wani (1)
- matobler (1)
Top Issue Labels
- enhancement (16)
- bug (7)
- documentation (4)
- api change (4)
Top Pull Request Labels
Package metadata
- Total packages: 2
-
Total downloads:
- pypi: 684 last-month
- Total dependent packages: 0 (may contain duplicates)
- Total dependent repositories: 1 (may contain duplicates)
- Total versions: 31
- Total maintainers: 2
pypi.org: animl
A Collection of ML Tools for Species Detection and Classification in Camera Trap Images and Videos.
- Homepage: https://github.com/conservationtechlab/animl-py
- Documentation: https://animl.readthedocs.io/
- Licenses: mit
- Latest release: 3.3.0 (published about 1 month ago)
- Last Synced: 2026-07-14T19:02:19.184Z (2 days ago)
- Versions: 27
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 446 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: 3.3.0 (published 28 days ago)
- Last Synced: 2026-07-14T19:02:18.059Z (2 days ago)
- Versions: 4
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 238 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: 12.782309534481833