> For the complete documentation index, see [llms.txt](https://docs.janction.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.janction.ai/use-cases.md).

# Use Cases

### AI Image Generation

Describe an image using text to generate using AI!

* Designers can work more efficiently
* Advertisers and e-commerce industries can generate high-volume AI-generated content
* Social apps can create AI avatars and wallpapers

<figure><img src="https://3922416901-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FwGphpIYeMYtpq76Fw2TF%2Fuploads%2FpzXMhZlNRjDrtf0FerAy%2Ftext_to_image.drawio.png?alt=media&amp;token=9eb5e3a9-342f-43f2-b39d-527790c71c2b" alt=""><figcaption><p>Write a prompt and generate an image</p></figcaption></figure>

### Speech-to-Text & Text-to-Speech

Write text to generate Speech or \
record audio to generate Text using AI!

* Automated subtitles for video creators
* AI customer service
* Podcast & short video narration with AI-generated voices

<figure><img src="https://3922416901-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FwGphpIYeMYtpq76Fw2TF%2Fuploads%2FFSkChDnEaoqBVxFJssd3%2Ftext_to_speech.drawio.png?alt=media&amp;token=63dd175e-fcc9-4d8f-b8ef-38e633199405" alt=""><figcaption><p>Write a message to generate as audio or record audio to generate text message</p></figcaption></figure>

### Video Enhancement & Processing

Upload video to enhance using AI!

* Restoring old films using AI super-resolution and upscaling to double the resolution!
* Improving short video quality by removing noise and improving colors
* Apply slow motion and making the video smoother&#x20;

<figure><img src="https://3922416901-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FwGphpIYeMYtpq76Fw2TF%2Fuploads%2FCzJWv8Lfs4Ni81qiN7tP%2FVideo%20Enhancement.drawio.png?alt=media&amp;token=d9d56a71-d17e-4787-92e9-db50c2916c89" alt=""><figcaption><p>Choose a video to upload and enhance</p></figcaption></figure>

### Object Detection & Image Analysis

Upload images or videos for AI analysis!

* Security surveillance by detecting people in restricted areas
* Automated inspections by industrial defect detection and automatic labeling
* Autonomous driving with real-time object recognition

<figure><img src="https://3922416901-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FwGphpIYeMYtpq76Fw2TF%2Fuploads%2FOkiq4hA44wnnoEfRHluy%2FObject%20Detection.drawio%20(1).png?alt=media&amp;token=6f818691-49a8-444d-bbfb-5ff70c4b1b94" alt=""><figcaption><p>Upload a video or image to detect objects</p></figcaption></figure>

### Private LLM - ChatGPT like service

Choose the LLM (ChatGPT like service) AI model you want to run privately!

* Enhanced data security by keeping all the data within internal systems
* Meet regulatory compliance for industries than require localized data processing like Finance, Healthcare and Government
* Reduce the long-term costs as private hosted LLMs can be cheaper to run
* Enable fine-tuning by training the models using your datasets for better accuracy&#x20;
* Optimize the GPU utilization because our GPU resource pooling can efficiently handle LLM inference
* Leverage blockchain technology to ensure security, immutable AI processing and data integrity

<figure><img src="https://3922416901-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FwGphpIYeMYtpq76Fw2TF%2Fuploads%2FiJnyAX9y2DxpHdNKnFsi%2Fprivate%20LLM.png?alt=media&amp;token=66c0b2ac-f545-4d28-94b8-399f4ee3059a" alt=""><figcaption></figcaption></figure>
