Emotion Detection

• Trained on twitter data to detect emotions such as Anger, Joy, Amusement, etc
• Get Social media pulse of your company.

Sentiment Detection

• Trained on twitter data to classify tweets as positive, negative or neutral
• Understand how customers are responding to a campaign

Translation

• A model to translate between multiple languages including English, Spanish, French, German, etc
• Translation models improves accuracy and reduces cost

Summarization

• Summarize large volumes of text and extract insights efficiently
• Reduces cost and manual effort to read large documents or articles

Zero Shot Classification

• Check if any categories of interest are present in a given document
• Reduces cost and effort as labeling is not required

NER

• Check if any entities of interest are present in a given text
• Automate back office tasks to reduce cost

Image Classification

• Trained on 10M+ images and 20k+ classes to classify images
• Easily identify and categorize images

Image Segmentation

• Trained on more than 100k annotated images to identify pixels belonging to a class
• Extremely useful for applications in diverse industries, especially healthcare

Zero Shot Image Classification

• Combines NLP with Vision to check if any categories of interest are present in a given image
• Reduces cost and effort as labeling is not required

Object Detection

• Detect objects within an image using bounding boxes
• Useful in security industry to scan for weapons or healthcare to detect tumors

Emotion Detection

• Detect various emotions such as Anger, Joy, Amusement, etc
• Useful for security interrogation or school behavior monitoring etc

Speech Recognition

• Convert speech to text
• Transcribe meetings, physician recordings, etc with improved accuracy

Emotion Recognition

• Detect various emotions such as Anger, Joy, Amusement, etc
• Understand customer emotions on support calls

Text to Speech

• Converts text into speech for different voices
• Build tools to read text, especially for people without vision

Text to Image

• Generate detailed images based on textual descriptions
• Based on Stable Diffusion Model
• Produce high quality content at minimal cost

OCR Models

• Extracts text from computer generated or handwritten images and documents
• Based on TrOCR Model
• Digitization of records to improve access and reduce costs

Image Captioning

• Based on VIT and GPT2
• Can be used for indexing images, building applications for visually impaired people e.t.c

Image Question and Answer

• Based on Vilt and LayoutLM models
• Search or extract intelligence from images accurately

Language Generation

• Generates text to answer a question, complete a paragraph or other such tasks
• Based on GPT3, Flan-T5
• Generate marketing copies or articles efficiently

Image Generation

• Generate detailed images based on textual descriptions
• Based on Stable Diffusion Model
• Produce high quality content at minimal cost

Code Generation

• Generates code from natural language instructions
• Based on Codegen model
• Acts as a pair programmer to improve developer productivity and reduce errors

Music Generation

• Generates novel music suited to your needs
• Based on Harmony
• Can be used by content creators as background score