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matpalm / bnn

bee detection tensorflow conv net for a rasp pi on side of a hive
http://matpalm.com/blog/counting_bees/
MIT License
405 stars 67 forks source link

Can you upload the dataset. #2

Open mustafaIhssan opened 6 years ago

mustafaIhssan commented 6 years ago

The project is very cool, I have an idea to improve bnn v3 ( RGB -> Bee count ) and i would like to try it. The Idea is using the trained v2 as base of v3, roughly i'm thinking of removing the softmax and argmax of v2 and adding classification layer, and maybe some skip connection from the bottleneck.

matpalm commented 6 years ago

Yeah, I might upload it as a kaggle dataset when I get time...

On Tue, Jun 5, 2018, 17:51 Mustafa Ihssan A. Naji notifications@github.com wrote:

The project is very cool, I have an idea to improve bnn v3 ( RGB -> Bee count ) and i would like to try it.

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mustafaIhssan commented 6 years ago

Great, Thanks alot

JeppeIbsen commented 6 years ago

I look forward to the dataset aswell, to learn from this project

squeakus commented 6 years ago

Hi, I just started gathering a dataset and have uploaded it to kaggle: https://www.kaggle.com/jonathanbyrne/to-bee-or-not-to-bee

There are two DB files with the first 100 or so images labelled. The images may be too close as I was wondering if it is possible to spot varroa with a picam. I scaled the images to a quarter of the size to speed up the labelling but if you want the full size images just let me know!