Please, check the project website for more details: http://sheilacaceres.com/cowinlove
Inspiration
Cows are on heat and can get pregnant during a few hours approximately every 21 days. It is fundamental for the farmers to identify this time for each cow.
What it does
Automatic Recognition of Cows on heat so farmers can manage their pregnancy.
How we built it
Computer Vision methods to automatize this detection
Challenges we ran into
Very few data of cows on heat Very few time to train such a complex system
Accomplishments that we're proud of
- Providing a solution to a real life problem of farmers over the world.
- High accuracy.
- Reuse of well-know already trained methods finetuned for our domain.
- IoT usages for improving the management of farms.
What we learned
- Farmer necessities by interviewing farmers
- Cattle cycle by talking with farmers
What's next for Cow In Love
- Provide a service online so anybody can use this system
Built With
- python
- tensorflow
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