https://github.com/rid17pawar/imageclassificationapp

This is an Image Classification App developed in Android Studio using Kotlin language. It uses a pre-trained TensorFlow Lite model to classify different images.
https://github.com/rid17pawar/imageclassificationapp

ai android image kotl mobilenet tensorflow tensorflowli

Last synced: 2 months ago
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This is an Image Classification App developed in Android Studio using Kotlin language. It uses a pre-trained TensorFlow Lite model to classify different images.

• Host: GitHub
• URL: https://github.com/rid17pawar/imageclassificationapp
• Owner: rid17pawar
• Created: 2021-08-11T10:10:05.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2021-09-02T06:32:21.000Z (about 4 years ago)
• Last Synced: 2025-04-23T12:19:12.195Z (6 months ago)
• Topics: ai, android, image, kotl, mobilenet, tensorflow, tensorflowli
• Language: Kotlin
• Homepage:
• Size: 3.95 MB
• Stars: 4
• Watchers: 1
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# ImageClassificationApp_first

## What is Image Classification ?

The task of identifying what an image represents is called Image Classification. An image classification model is trained to recognize various classes of images.

## About This App 

This is an Image Classification App developed in Android Studio using Kotlin language. It uses pre-trained TensorFlow Lite model to classify different images. This model accepts an input of 224x224 pixel images. It can classify an image correctly on an average of 60% of the time.


The model that I have used in this app is available here [mobilenet_v1_1.0_224_quant_and_labels](https://www.tensorflow.org/lite/examples/image_classification/overview).

## Screenshots

### Main Activity:

![ImageClassificationApp_1](https://github.com/rid17pawar/ImageClassificationApp_first/blob/master/readme_images/ImageClassificationApp_1.png)

### Predictions:

![ImageClassificationApp_2](https://github.com/rid17pawar/ImageClassificationApp_first/blob/master/readme_images/ImageClassificationApp_2.png)

![ImageClassificationApp_3](https://github.com/rid17pawar/ImageClassificationApp_first/blob/master/readme_images/ImageClassificationApp_3.png)