AI enabled Pesticide-spraying-drone

Website hosted for the posts uploading a community for the farmers:

http://biancaa2004.pythonanywhere.com/

Datasets used for training:

1. https://www.kaggle.com/datasets/meetnagadia/images-of-mango-leaves

2. https://www.kaggle.com/datasets/aryashah2k/mango-leaf-disease-dataset

3. https://www.kaggle.com/datasets/shravanatirtha/coconut-leaf-dataset-for-pest-identification

ONNX Model, Tensorflow lite model:

https://drive.google.com/drive/folders/1B1XEHrnEp75FmyDfWRUhraYk_XAHeJOG?usp=sharing

References used:

1. compression of onnx: https://pypi.org/project/scs4onnx/

2. flight controllers: https://robocraze.com/blogs/post/best-flight-controller-for-drone

Literature survey sources:

1. https://www.researchgate.net/publication/356666697_Review_on_Application_of_Drone_in_Spraying_Pesticides_and_Fertilizers

2. https://ohioline.osu.edu/factsheet/fabe-540#:~:text=First%20used%20in%20Japan%20in,empty%20in%20about%204%20minutes

3. https://agritimes.co.in/farm-equipment/indian-university-develops-cheapest-drone-for-farming-sector/

4. https://library.scholarcy.com/try

   References for future development:

https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9343827

//For camoflage --- Try with oled to display the image right back ... even if we minimize to 2 cameras its great

https://www.youtube.com/watch?v=8fbKZze_J4c

https://scholar.google.co.in/scholar?q=fruit+harvesting+drone&hl=en&as_sdt=0&as_vis=1&oi=scholart

https://ieeexplore.ieee.org/abstract/document/10268556