Comments (1)
I just run this on a 230 image test dataset from California. Dominant species in the data are coyote, grey fox, mule deer, mountain lion and cotton tail rabbit. While I have not done any official analysis (the images have not been labeled), looking through the image plots I don't think a single species was identified correctly. The bounding boxes do fit the animals and the model did correctly identify humans and vehicles. Not sure what the issue could be. Maybe the model does not translate well to other environments than the ones where the original data came from? For reference, inference time is 7.14 seconds/image on an i7-3970X loading images form an SSD.
from cameratrapdetector.
Related Issues (5)
- Installation error HOT 1
- error downloading data from shiny app HOT 13
- workflow HOT 1
- Error loading torchvision.dll HOT 2
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from cameratrapdetector.