MegaDetector
Deep learning tools that accelerate the review of motion-triggered wildlife camera images.
https://github.com/microsoft/cameratraps
Category: Biosphere
Sub Category: Terrestrial Wildlife
Keywords from Contributors
conservation camera-traps megadetector pytorch-wildlife wildlife ecology bioacoustics biodiversity ai-for-good conservation-ai
Last synced: about 8 hours ago
JSON representation
Committers metadata
Last synced: 26 days ago
Total Commits: 3,193
Total Committers: 76
Avg Commits per committer: 42.013
Development Distribution Score (DDS): 0.572
Commits in past year: 98
Committers in past year: 12
Avg Commits per committer in past year: 8.167
Development Distribution Score (DDS) in past year: 0.602
| Name | Commits | |
|---|---|---|
| Dan Morris | d****s@c****u | 1368 |
| Marcel Simon | a****n@m****m | 340 |
| Siyu Yang | y****u@m****m | 282 |
| amritagupta | g****0@g****m | 268 |
| zhmiao | z****o@m****m | 171 |
| Christopher Yeh | c****6 | 169 |
| aa-hernandez | 6****z | 77 |
| annie.enchakattu | a****u@g****m | 63 |
| Vardhan Duvvuri | G****r@G****g | 62 |
| Daniela Ruiz | d****1@u****o | 56 |
| Isai Daniel | 8****8 | 48 |
| rain-Brian | b****n@s****m | 39 |
| v-andreshern | v****n@m****m | 18 |
| Annie Enchakattu | 3****u | 15 |
| Ubuntu | l****x@l****t | 12 |
| Vardhan duvvuri | v****i@g****g | 12 |
| Vardhan Duvvuri | v****i@o****m | 12 |
| Ubuntu | f****s@n****t | 10 |
| Daniela | v****z@m****m | 10 |
| Patrick Flickinger | p****n@m****m | 10 |
| arashno | a****h@g****m | 10 |
| Sundar Sripada V. S. | s****6@g****m | 9 |
| Default User | u****r@u****t | 7 |
| Daniela Ruiz | d****1@d****1@u****o | 6 |
| Ubuntu | c****e@c****t | 6 |
| Ubuntu | m****t@m****t | 6 |
| Sara Beery | s****y@g****m | 6 |
| SuhailSaify | s****8@g****m | 6 |
| dependabot[bot] | 4****] | 6 |
| Siyu Yang | y****7@i****m | 5 |
| and 46 more... | ||
Committer domains:
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- uniandes.edu.co: 2
- cs.stanford.edu: 1
- gramener.com: 1
- glp-098.gramener.org: 1
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- onemoremallard.5zrdgxxmlslenhl3jfsvnatlfg.jx.internal.cloudapp.net: 1
- megadetector-float.fywutlkdhe2etlddvntzl12x1a.ex.internal.cloudapp.net: 1
- dmultiplicitas.onmicrosoft.com: 1
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- synthetaic.com: 1
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- google.com: 1
Issue and Pull Request metadata
Last synced: 4 months ago
Total issues: 127
Total pull requests: 344
Average time to close issues: about 2 months
Average time to close pull requests: 13 days
Total issue authors: 81
Total pull request authors: 37
Average comments per issue: 2.39
Average comments per pull request: 0.29
Merged pull request: 224
Bot issues: 5
Bot pull requests: 77
Past year issues: 20
Past year pull requests: 17
Past year average time to close issues: 17 days
Past year average time to close pull requests: 2 days
Past year issue authors: 10
Past year pull request authors: 7
Past year average comments per issue: 0.9
Past year average comments per pull request: 0.12
Past year merged pull request: 7
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- aweaver1fandm (9)
- aa-hernandez (9)
- microsoft-github-policy-service[bot] (4)
- JaimyvS (4)
- VLucet (4)
- nathanielrindlaub (3)
- yodaka0 (3)
- VYRION-Ai (3)
- barlavi1 (3)
- ra9hur (2)
- MattB-SF (2)
- ehallein (2)
- davidwhealey (2)
- dvelasco3 (2)
- NetZissou (2)
Top Pull Request Authors
- zhmiao (133)
- dependabot[bot] (74)
- aa-hernandez (52)
- agentmorris (12)
- JoejynWan (7)
- ss26 (4)
- letho1608 (4)
- yangsiyu007 (4)
- lucas-a-meyer (4)
- luvargas2 (4)
- VLucet (3)
- chrisyeh96 (3)
- microsoft-github-policy-service[bot] (3)
- BenCretois (3)
- jgoodheart (2)
Top Issue Labels
- bug (29)
- enhancement (19)
- question (13)
- good first issue (4)
- Waiting for more info (1)
- discussion (1)
- dependencies (1)
- help wanted (1)
- python (1)
Top Pull Request Labels
- dependencies (74)
- python (68)
- .NET (2)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 5,443 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 34
- Total maintainers: 3
pypi.org: pytorchwildlife
a PyTorch Collaborative Deep Learning Framework for Conservation.
- Homepage: https://github.com/microsoft/CameraTraps/
- Documentation: https://pytorchwildlife.readthedocs.io/
- Licenses: MIT
- Latest release: 1.3.0 (published 4 months ago)
- Last Synced: 2026-08-28T12:26:05.065Z (3 days ago)
- Versions: 34
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 5,443 Last month
-
Rankings:
- Dependent packages count: 9.379%
- Average: 38.75%
- Dependent repos count: 68.121%
- Maintainers (3)
Score: 12.933370013520037