E-commerce mobile app- The machine learning feature will convert your app into a responsive app.
ML Kit is a mobile SDK that enables machine learning techniques on Android and iOS devices.
The ML kit is a mobile SDK provided by Google. The package can make your app smart to interact with a human.
So, Mobikul Apps, through this technique, uses the pre-built API for Text Detection and Product(object) Detection.
Hence, these cloud-based API gives the power of the Google Cloud Platform’s machine learning technology.
So, ML kit uses technologies like –
- Google Cloud Vision API (for image capturing),
- TensorFlow Lite(the brain of ML Kit- for the mapping of data), and
- Android Neural Networks API (NNAPI- for higher-level machine learning).
TensorFlow Lite can be extended to achieve additional functionalities(like detecting faces, identifying landmarks, and scanning barcodes) by customizing the Object Detection.
Through this technique, the app user can look for a desired product via image.
The device camera recognizes the image and compares the results with past incidents. Hence, presenting a relevant set of results as an output on the screen.
The list of products related to the keywords opens up on the selection of the desired keyword.
Search Products by Scanning Using Text / Object Detection Method
Text Detection: Identifies and searches products based on the text found in the uploaded image.
Object (Product) Detection: Recognizes the product in the image and searches for visually similar items.
Users can find products by scanning visible text, with the app detecting keywords through the camera and suggesting relevant products.
Text Detection
With this method, users can find products by scanning any visible text. The app reads the keyword through the camera and shows matching product suggestions.
Users can search for products by pointing the camera at an object, which the app detects and matches with relevant items.
Object(product) Detection.
Users can search for a product by simply showing the object to the camera. The app recognizes it and displays the matching product.
The list of products related to the keywords opens up on the selection of the desired keyword.
Advanced Search
This Mobikul feature allows users to quickly find products with smarter filters and search options, enhancing navigation and overall user experience.
Thus, for a better understanding of the functionality, kindly refer to the video attached below.
So, that’s all for the feature still have any issues, feel free to add a ticket and let us know your views to make the module better http://webkul.uvdesk.com/.
