Healthy Grape Leaf
With this project, we wanted to create a solution to detect diseases in plants.
What it does
It reads an URL or uploads a file image to the website. The image will be processed to the website where the program will determine if the leave is potentially healthy or unhealthy. A new image with the rot highlighted will be generated. The results will be then displayed on the website with specific percentages and values. (percent of leaf inflicted with rot/ probability that image is of a rotting plant)
How I built it
Python, HTML, Flask, CSS, OpenCV, TensorFlow
Challenges I ran into
Working with HTML and Flask to update the generated image.
Accomplishments that I'm proud of
Successfully identifying a leaf that is rotten vs healthy vs not a leaf Successfully highlighting rot location on leaves.
What I learned
HTML + Flask Image Recognition
What's next for Plant Recognition
More training to recognize rot more accurately Expanding to different plants and diseases Cleaner HTML + Flask integration