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snowzach / doods

DOODS - Dedicated Open Object Detection Service
MIT License
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Detecting Eggs #65

Closed Bredin76 closed 2 years ago

Bredin76 commented 3 years ago

Hi,

I'm totally a newbie in image detection and found doods for using it in home assistant as a add on. It works really well - thanks to your work.

My use case is to detect eggs and chicken in a chicken coop. Chicken are detected as bird in default config - its ok ! But "Egg" is not an effective target and it's the main purpose of my usecase... ( being notified when there is egg in the coop)

Can you please give me any path towards a solution ? I've read something about "learning" but it looks pretty hard for me. Anything else ?

Thank a lot for your help

snowzach commented 3 years ago

I've started working on a new version of DOODS that will be in python and work with the object detection API. You should be able to train that a lot easier. Not sure when it will be done.

Bredin76 commented 3 years ago

Hi, Effectively, a method much easier for training should be very helpful for newbie like i am. I found someone who publish a thesis on a goal very close of mine. I think i understand he succeed in training an egg detector based on TensorFlow : https://github.com/havluj/EggDetector

Do you thnik something in that github could be useful for my case ? like https://github.com/havluj/EggDetector/tree/master/src/impl/object-detection-training/training

despite of the difficulties in there a recipe in training ?

Regards

sempixel commented 2 years ago

@snowzach Any news about upcoming version? Thanks.

snowzach commented 2 years ago

Perhaps over the holidays I can work on this... I do want to finish that.

snowzach commented 2 years ago

It's complete: https://github.com/snowzach/doods2

snowzach commented 2 years ago

Re-Open the issue in the new repo if you are unable to get it to work.

Clubeddie commented 1 year ago

Hi, Effectively, a method much easier for training should be very helpful for newbie like i am. I found someone who publish a thesis on a goal very close of mine. I think i understand he succeed in training an egg detector based on TensorFlow : https://github.com/havluj/EggDetector

Do you thnik something in that github could be useful for my case ? like https://github.com/havluj/EggDetector/tree/master/src/impl/object-detection-training/training

despite of the difficulties in there a recipe in training ?

Regards

@Bredin76 I am searching today for the same solution. I only started with doods2, did you find a solution for this?