What is the role of Artificial Intelligence in Medical Science?
The role of Artificial Intelligence is crucial in the current medical science to make diagnosis and medicine preparations. Some of the application are disease detection, medical consultation and medicinal plant identification. Accordingly, it facilitates the the current medication process.
Role of Artificial Intelligence in Medicinal Plant Identification
Artificial intelligence make human to identify what part of the plant is applicable for medicine. So, You can use Artificial intelligence to identify what plant is use for medicine preparation. This identification can be achieve by making plant leaves as identity of the remaining parts. First, you should collect the plant leaf images. Second, tag the labels on the Leaf images. The leaf images and the corresponding labels will feed into the artificial intelligence algorithm (models). finally, the AI model learn from different pattern of the plants leaf and show the result based on the labeling of target classes.
AI Models
AI models are an algorithms that you can get when the machine learning (deep learning) algorithm is apply on the input data. The data may be image, textual, audio or video. But now I want to show you how AI identify Medicinal plant parts. So, the data is image data. To learn from image data, AI needs Convolutional Neural Network. We can develop CNN by your own from scratch or we can use Pre trained model (transfer learning). Some of the pre trained models are Mobile Net, VGG16/19, Res Net Inception Net and more. Hence, By using transfer learning, you can able to save training time and get optimal accuracy.
Procedures of model building to identify medicinal plant part identification.
- Data collection. You have to collect the medicinal plant leaf images.
- Data annotation (labeling).
- Model building or apply transfer learning technique. The model will have feature learning and classification layer as follows.
4. Testing. You may test the performance of the model.
5. Finally, you will get the training result that identifies the parts of medicinal plant parts. After getting the result, you can deploy the AI model on Mobile application or website application
