Skip to content

Built a plant disease detecting app with two of my peers. Used the concept of Machine Learning data set and android studio combined together. This model was deployed on a Raspberry Pi device using Tensorflow Lite. This app is connected to the ThingSpeak channel using an HTTP and MQTT protocol. It follows a publish-subscribe model. Tools: Java, Ras

License

Notifications You must be signed in to change notification settings

barills-diana/Android-Application-for-Plant-Disease-Detection

Repository files navigation

Android Application for Plant Disease Detection

An Android application to detect the disease and monitor the temperature and humidity of environment. CropTec_Ver1.0 is an Android Application which is used for detecting crop diseases using images of crop plants . [page2]

  You can either click a photo, or select a photo from an existing memory .

  [page3]

  After pressing the PROCESS Button, this image will be taken as an input for the ML Model (which has already been trained) and the output will come          out to be (given below)

  [page4]

  Where we get the Plant, Disease, Cause and the Accuracy (Probability) with which the model has predicted that particular Disease .

Screen Shots

image (4) IMG_20220809_220246 IMG_20220809_220302

Screenshot_2022-08-09-22-00-47-586_com example pankajverma croptec_ver10 Screenshot_2022-08-09-22-00-53-152_com example pankajverma croptec_ver10 Screenshot_2022-08-09-22-01-13-186_com android camera Screenshot_2022-08-09-22-01-17-362_com example pankajverma croptec_ver10 Screenshot_2022-08-09-22-01-27-880_com example pankajverma croptec_ver10

About

Built a plant disease detecting app with two of my peers. Used the concept of Machine Learning data set and android studio combined together. This model was deployed on a Raspberry Pi device using Tensorflow Lite. This app is connected to the ThingSpeak channel using an HTTP and MQTT protocol. It follows a publish-subscribe model. Tools: Java, Ras

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages