Automatic-leaf-infection-identifier
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johri-lab
Automatic detection of plant diseases
after the preprocessing ends, implement a feature extractor that should generate a csv file with data of all images.
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Increase the dataset. You can use the leaf sampler code for updating data, if you have the perfect images, for the purpose.
Improve the image segmentation algorithm to segment the leaves more efficiently. May work on segmenting leaves from a cluster or detection of more colors in leaf (say, purple, yellow, etc.)...
Add a User manual to help the user understand the steps to follow to use the program.
Show your creativity on the `README` file. A more expressive and user-friendly revision.
A module for making real-time image processing and detection feature work (say, by using `cv2.VideoCapture()`)
Choose the best ML algorithm to make the code run fast and efficiently
A basic but creative GUI interface.