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gerrito333 / mousehunter-edge

Cat with prey detection on Raspberry Pi. Lock cat pet flap if prey is detected. Object detection implemented in TFLite with ImageNet v1 SSD. Inference on EdgeTPU (Google Coral USB). Stores images on AWS S3 and sends notifications to iOS device.
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Acces to your Dataset #3

Open EyGy opened 2 years ago

EyGy commented 2 years ago

Hi @gerrito333, I am currently working on basically the same project and wondered if it was possible for you to share your training data or any other cats with/without prey dataset that you know of. The data collection process (i can start on monday when my ir-cam arrives) is going to be painfully slow. I think using some external data with different looking cats/backgrounds/lightning etc. has potential to improve the models roubstness and accuracy.

If you don't feel like exposing your cats privacy without consent, i can totally understand! Maybe we can work out a deal (e.g. i could provide you with data of my cat or bribe yours with little money for some treats).

tigercoding56 commented 1 year ago

Hi @gerrito333, I am currently working on basically the same project and wondered if it was possible for you to share your training data or any other cats with/without prey dataset that you know of. The data collection process (i can start on monday when my ir-cam arrives) is going to be painfully slow. I think using some external data with different looking cats/backgrounds/lightning etc. has potential to improve the models roubstness and accuracy.

If you don't feel like exposing your cats privacy without consent, i can totally understand! Maybe we can work out a deal (e.g. i could provide you with data of my cat or bribe yours with little money for some treats).

i do not think the dataset he used would match your cat & doorway so might just be better to make your own