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MegaDetector

Deep learning tools that accelerate the review of motion-triggered wildlife camera images.
https://github.com/microsoft/CameraTraps/

aiforearth camera-traps computer-vision conservation machine-learning wildlife

Last synced: about 6 hours ago
JSON representation

Repository metadata

To gain access, please finish setting up this repository now at: https://repos.opensource.microsoft.com/microsoft/wizard?existingreponame=CameraTraps&existingrepoid=152634113

Host: GitHub
URL: https://github.com/microsoft/CameraTraps/
Owner: microsoft
License: mit
Created: 2018-10-11T18:02:42.000Z (about 5 years ago)
Default Branch: main
Last Pushed: 2023-09-21T18:55:31.000Z (3 months ago)
Last Synced: 2023-09-24T07:29:53.383Z (3 months ago)
Topics: aiforearth, camera-traps, computer-vision, conservation, machine-learning, wildlife
Language: Jupyter Notebook
Homepage: https://repos.opensource.microsoft.com/microsoft/wizard?existingreponame=CameraTraps&existingrepoid=152634113
Size: 241 MB
Stars: 586
Watchers: 47
Forks: 222
Open Issues: 18
Metadata Files:
- Readme: README.md
- License: LICENSE
- Citation: citation.cff
- Security: SECURITY.md

Citation (citation.cff)

cff-version: 1.2.0
title: Efficient Pipeline for Camera Trap Image Review
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Sara
    family-names: Beery
  - given-names: Dan
    family-names: Morris
    email: [email protected]
  - given-names: Siyu
    family-names: Yang
identifiers:
  - type: url
    value: 'https://arxiv.org/abs/1907.06772'
    description: 'arXiv preprint, 1907.06772, 2019'
repository-code: 'http://github.com/ecologize/CameraTraps'
keywords:
  - Camera traps
  - Conservation
  - Computer vision
license: MIT

Owner metadata

Name: Microsoft
Login: microsoft
Email: [email protected]
Kind: organization
Description: Open source projects and samples from Microsoft
Website: https://opensource.microsoft.com
Location: Redmond, WA
Twitter: OpenAtMicrosoft
Company:
Icon url: https://avatars.githubusercontent.com/u/6154722?v=4
Repositories: 5462
Last ynced at: 2023-04-09T04:32:01.447Z
Profile URL: https://github.com/microsoft

Committers metadata

Last synced: about 6 hours ago

Total Commits: 2,935
Total Committers: 57
Avg Commits per committer: 51.491
Development Distribution Score (DDS): 0.539

Commits in past year: 193
Committers in past year: 11
Avg Commits per committer in past year: 17.545
Development Distribution Score (DDS) in past year: 0.705

Name	Email	Commits
Dan Morris	d**s@c**u	1354
Marcel Simon	a**n@m**m	340
Siyu Yang	y**u@m**m	291
amritagupta	g**0@g**m	268
Christopher Yeh	c****6	169
Dan Morris	a**s@g**m	127
annie.enchakattu	a**u@g**m	63
Vardhan Duvvuri	G**r@G**g	62
aa-hernandez	6****z	56
Annie Enchakattu	3****u	15
v-andreshern	v**n@m**m	14
Vardhan duvvuri	v**i@g**g	12
Ubuntu	l**x@l**t	12
Vardhan Duvvuri	v**i@o**m	12
Patrick Flickinger	p**n@m**m	10
Ubuntu	f**s@n**t	10
arashno	a**h@g**m	10
zhmiao	z**o@m**m	8
Default User	u**r@u**t	7
Sara Beery	s**y@g**m	6
SuhailSaify	s**8@g**m	6
Ubuntu	c**e@c**t	6
Ubuntu	m**t@m**t	6
aa-hernandez	a**z@u**o	6
dependabot[bot]	4****]	6
Darío Hereñú	m**a@g**m	6
Siyu Yang	y**7@i**m	5
Jakob Serlier	3****8	3
microsoft-github-policy-service[bot]	7****]	3
Ubuntu	c**r@c**t	2
and 27 more...

Committer domains:

Issue and Pull Request metadata

Last synced: about 6 hours ago

Total issues: 63
Total pull requests: 78
Average time to close issues: 2 months
Average time to close pull requests: 24 days
Total issue authors: 44
Total pull request authors: 22
Average comments per issue: 3.33
Average comments per pull request: 0.55
Merged pull request: 62
Bot issues: 5
Bot pull requests: 10

Past year issues: 25
Past year pull requests: 43
Past year average time to close issues: about 2 months
Past year average time to close pull requests: 30 days
Past year issue authors: 17
Past year pull request authors: 13
Past year average comments per issue: 2.16
Past year average comments per pull request: 0.35
Past year merged pull request: 32
Past year bot issues: 4
Past year bot pull requests: 5

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/microsoft/CameraTraps/

Top Issue Authors

microsoft-github-policy-service[bot] (5)
nathanielrindlaub (3)
barlavi1 (3)
VYRION-Ai (3)
ronbitonn (2)
yodaka0 (2)
abfleishman (2)
aweaver1fandm (2)
VLucet (2)
ra9hur (2)
ehallein (2)
nomoneyExpection (2)
dvelasco3 (2)
DavidDHofmann (1)
changseob1001 (1)

Top Pull Request Authors

aa-hernandez (16)
zhmiao (12)
agentmorris (12)
dependabot[bot] (6)
microsoft-github-policy-service[bot] (4)
yangsiyu007 (4)
BenCretois (3)
chrisyeh96 (3)
brianhogg (2)
jgoodheart (2)
PetervanLunteren (2)
persts (2)
TomAugspurger (1)
BobbyCephy (1)
VLucet (1)

Top Issue Labels

enhancement (3)
good first issue (3)
help wanted (1)

Top Pull Request Labels

dependencies (6)
.NET (1)

Dependencies

api/batch_processing/integration/eMammal/WPF-integration-app/packages.config nuget

BouncyCastle 1.8.3.1
Google.Protobuf 3.15.0
K4os.Compression.LZ4 1.1.11
K4os.Compression.LZ4.Streams 1.1.11
K4os.Hash.xxHash 1.0.6
MySql.Data 8.0.21
NLog 4.7.2
Newtonsoft.Json 13.0.1
SSH.NET 2020.0.2
Serilog 2.9.0
System.Buffers 4.5.0
System.Memory 4.5.3
System.Numerics.Vectors 4.4.0
System.Runtime.CompilerServices.Unsafe 4.6.0

api/batch_processing/postprocessing/CameraTrapJsonFileProcessingApp/packages.config nuget

Newtonsoft.Json 13.0.1

api/batch_processing/api_core/batch_service/Dockerfile docker

tensorflow/tensorflow 1.14.0-gpu-py3 build

api/synchronous/api_core/Dockerfile docker

$BASE_IMAGE latest build

api/synchronous/api_core/requirements.txt pypi

Flask ==2.0.1
Flask-RESTful ==0.3.8
gunicorn ==20.0.4

api/batch_processing/integration/eMammal/WPF-integration-app/eMammal-integration-application.csproj nuget

api/batch_processing/postprocessing/CameraTrapJsonFileProcessingApp/CameraTrapJsonManagerApp.csproj nuget

api/batch_processing/integration/digiKam/setup.py pypi

archive/classification_marcel/tf-slim/setup.py pypi

environment.yml pypi

Score: 10.446625465769365