Merge branch 'main' of github.com:agentmorris/MegaDetector

Author: agentmorris

README.md

@@ -74,6 +74,7 @@ Here are a few of the organizations that have used MegaDetector... we're only li
 * [Research Institute of Organic Agriculture](https://www.fibl.org/en/) (FiBL)
 * [A/Vian Ecological Consulting](https://avianeco.com/)
 * [Wildlife Insights](https://www.wildlifeinsights.org/)
+* [MammalWeb](https://www.mammalweb.org/)
 
 * [Applied Conservation Macro Ecology Lab](http://www.acmelab.ca/), University of Victoria
 * [Banff National Park Resource Conservation](https://www.pc.gc.ca/en/pn-np/ab/banff/nature/conservation), Parks Canada
@@ -85,9 +86,11 @@ Here are a few of the organizations that have used MegaDetector... we're only li
 * [Centre for Ecosystem Science](https://www.unsw.edu.au/research/), UNSW Sydney
 * [Cross-Cultural Ecology Lab](https://crossculturalecology.net/), Macquarie University
 * [DC Cat Count](https://hub.dccatcount.org/), led by the Humane Rescue Alliance
+* [Department of Anthropology and Archaeology](https://arts.ucalgary.ca/anthropology-archaeology), University of Calgary
 * [Department of Fish and Wildlife Sciences](https://www.uidaho.edu/cnr/departments/fish-and-wildlife-sciences), University of Idaho
 * [Department of Society & Conservation](https://www.umt.edu/environment/about/departments/socon/), W.A. Franke College of Forestry & Conservation, University of Montana
 * [Department of Wildlife Ecology and Conservation](https://wec.ifas.ufl.edu/), University of Florida
+* [Fodrie Lab](https://fodriefishecol.wixsite.com/unc-fish/), Institute of Marine Sciences, UNC Chapel Hill
 * [Gola Forest Programme](https://www.rspb.org.uk/our-work/conservation/projects/scientific-support-for-the-gola-forest-programme/), Royal Society for the Protection of Birds (RSPB)
 * [Graeme Shannon's Research Group](https://wildliferesearch.co.uk/group-1), Bangor University 
 * [Grizzly Bear Recovery Program](https://www.fws.gov/office/grizzly-bear-recovery-program), U.S. Fish & Wildlife Service
@@ -135,15 +138,19 @@ Here are a few of the organizations that have used MegaDetector... we're only li
 * [Trapper](https://trapper-project.readthedocs.io/en/latest/overview.html) ([tutorial](https://trapper-project.readthedocs.io/en/latest/tutorial.html))
 * [BirdLife Malta](https://birdlifemalta.org/) ([tweet](https://x.com/BirdLife_Malta/status/1817456839862173783?t=S-KRiZ5R1-CoW8-tbYNjqQ&s=03)) ([LI post](https://www.linkedin.com/posts/birdlifemalta_worldnatureconservationday-shearwater-colony-activity-7223220656589463553-X2Mc/?utm_source=share&utm_medium=member_android))
 * [Endangered Landscapes and Seascapes Programme](https://www.endangeredlandscapes.org/), Cambridge Conservation Initiative ([blog post](https://www.endangeredlandscapes.org/news/ai-for-wildlife-monitoring-a-real-time-alert-system-for-bears-and-wild-boars-in-romanias-carpathian-mountains/))
-
+* [UK National Hedgehog Monitoring Programme](https://www.the-ies.org/analysis/lens-wild-innovations-wildlife-0) ([blog post](https://www.the-ies.org/analysis/lens-wild-innovations-wildlife-0))
+* [Fort Collins Science Center](https://www.usgs.gov/centers/fort-collins-science-center/), U.S. Geological Survey ([blog post](https://www.usgs.gov/centers/fort-collins-science-center/science/early-detection-and-rapid-response-tools-invasive-tegu))
+* [Ontario Ministry of Natural Resources](https://www.ontario.ca/page/ministry-natural-resources) ([post](https://www.facebook.com/ONresources/posts/artificial-intelligence-ai-to-the-rescueone-disadvantage-of-trail-cameras-and-ca/1012916944364710/))
+* [Loisaba Conservancy](https://www.loisaba.com/) ([blog post](https://www.loisaba.com/post/help-scientists-understand-how-an-invasive-cactus-affects-mammal-behaviour))
+* [Urban Rivers](https://urbanrivers.org/) ([blog post](https://www.morescode-analytics.com/2025/06/27/filtering-90-pct-blank-wildlife.html))
 * [Road Ecology Center](https://roadecology.ucdavis.edu/), University of California, Davis ([Wildlife Observer Network platform](https://roadecology.ucdavis.edu/research/projects/wildlife-observer-network))
 * [The Nature Conservancy in California](https://www.nature.org/en-us/about-us/where-we-work/united-states/california/) ([Animl platform](https://github.com/tnc-ca-geo/animl-frontend)) ([story](https://www.vision-systems.com/non-factory/environment-agriculture/article/14304433/the-nature-conservancy-brings-cameras-ai-to-invasive-species-prevention))
 * [San Diego Zoo Wildlife Alliance](https://science.sandiegozoo.org/)  ([Animl R package](https://github.com/conservationtechlab/animl))
 * [TerrOïko](https://www.terroiko.fr/) ([OCAPI platform](https://www.terroiko.fr/ocapi))
 
 Also see:
 
-* The [list of MD-related GUIs, platforms, and GitHub repos](https://github.com/agentmorris/MegaDetector/blob/main/megadetector.md#is-there-a-gui) within the MegaDetector User Guide
+* The [list of MD-related GUIs, platforms, and GitHub repos](https://github.com/agentmorris/MegaDetector/blob/main/megadetector.md#is-there-a-gui) within the MegaDetector User Guide... although you can never have too many lists, so here they are in a concise comma-separated list: [Wildlife Insights](https://wildlifeinsights.org/), [Animal Detect](https://www.animaldetect.com), [TrapTagger](https://wildeyeconservation.org/trap-tagger-about/), [WildTrax](https://www.wildtrax.ca/), [Agouti](https://agouti.eu/), [Trapper](https://trapper-project.readthedocs.io/en/latest/overview.html), [Camelot](https://camelotproject.org/), [WildePod](https://wildepod.org/), [wpsWatch](https://wildlabs.net/inventory/products/wpswatch), [TNC Animl](https://animl.camera/) ([code](https://github.com/tnc-ca-geo/animl-frontend)), [Wildlife Observer Network](https://roadecology.ucdavis.edu/research/projects/wildlife-observer-network), [Zooniverse ML Subject Assistant](https://subject-assistant.zooniverse.org/#/intro), [Dudek AI Image Toolkit](https://ait.dudek.com), [Zamba Cloud](https://github.com/drivendataorg/zamba), [OCAPI](https://www.terroiko.fr/ocapi/).
 
 * [Peter's map of AddaxAI (formerly EcoAssist) users](https://addaxdatascience.com/addaxai/) (who are also MegaDetector users!)
 

developers.md

@@ -37,19 +37,19 @@ I use comments to indicate the end of large code blocks, including functions.  I
 
 ```python
 def some_function(stuff):
-    
+
     # This is a short loop, so I wouldn't really include a closing comment here,
     # but imagine it's very long.
     for thing in stuff:
-        
+
         # This is a short loop, so I wouldn't really include a closing comment here,
         # but imagine it's very long.
         if isinstance(thing,str):
            print(thing)
         else:
            print(str(thing))
         # ...if [thing] is a string
-    
+
     # ...for each thing
 
 # ...def some_function(...)
@@ -93,7 +93,7 @@ def some_function(records):
     for i_record,record in enumerate(records):
         if (important):
             records_of_interest.append(record)
-            
+
     # Print the important records
     for r in records_of_interest:
         print(str(r))
@@ -102,7 +102,7 @@ def some_function(records):
 
 ### Function and class header comment style (Google-style docstrings)
 
-Functions and classes should have Google-style docstrings.  Docstrings should always be multi-line, even for very short functions or methods.  The single-line summary often required at the top of Google-style docstrings is not required.  
+Functions and classes should have Google-style docstrings.  Docstrings should always be multi-line, even for very short functions or methods.  The single-line summary often required at the top of Google-style docstrings is not required.
 
 Arguments should be specified as `name (type): description` or, for arguments with default values, `name (type, optional): description`.
 
@@ -134,7 +134,7 @@ Example class:
 class ExampleClass:
     """
     This is an example class.
-    
+
     It describes the overall purpose and behavior of the class.
     """
 
@@ -199,11 +199,11 @@ def correct_spacing(param1, param2):
     """
 
     # Spaces around operator
-    result = param1 + param2 
-    
+    result = param1 + param2
+
     # Space after comma, no space inside brackets
     my_list = [1, 2, 3]
-    
+
     return result
 
 
@@ -247,7 +247,7 @@ if (a is not None) and (b > 4):
     do_things()
 ```
 
-   
+
 ### Naming conventions
 
 *   **`snake_case`** for functions, methods, variables, and module names
@@ -282,6 +282,16 @@ from megadetector.utils import some_utility_function
 ```
 
 
+### Quotes
+
+Single quotes are preferred over double quotes when possible.
+
+
+### String formatting
+
+string.format() is preferred over f-strings when possible.
+
+
 ### Type hinting
 
 Type hinting is encouraged for new code, but not required and not enforced retroactively.  Use standard Python type hints (PEP 484).

megadetector.md

@@ -391,6 +391,7 @@ But we recognize that Python tools can be a bit daunting, so we're excited that
 It's not quite as simple as "these platforms all run MegaDetector on your images", but to varying degrees, all of the following online platforms use MegaDetector:
 
 * [Wildlife Insights](https://wildlifeinsights.org/)
+* [Animal Detect](https://www.animaldetect.com)
 * [TrapTagger](https://wildeyeconservation.org/trap-tagger-about/)
 * [WildTrax](https://www.wildtrax.ca/)
 * [Agouti](https://agouti.eu/)