What tasks can AI solve better than Humans?
As artificial intelligence continues to evolve and integrate into various aspects of our lives, a diverse array of tasks has emerged at the forefront of this technological revolution. From natural language processing that powers chatbots to computer vision enabling facial recognition, the most popular AI tasks are r eshaping industries and enhancing user experiences. This chapter explores the most prominent AI tasks currently in demand, highlighting their significance and real-world applications in transforming how we interact with technology.
AI natural language tasks
- Text Classification
- Token Classification
- Table Question Answering
- Question Answering
- Zero-Shot Classification
- Translation
- Summarization
- Feature Extraction
- Text Generation
- Text2Text Generation
- Fill-Mask
- Sentence Similarity
AI audio tasks
- Text-to-Speech
- Text-to-Audio
- Automatic Speech Recognition
- Audio-to-Audio
- Audio Classification
- Voice Activity Detection
AI computer vision tasks
- Depth Estimation
- Image Classification
- Object Detection
- Image Segmentation
- Text-to-Image
- Image-to-Text
- Image-to-Image
- Image-to-Video
- Unconditional Image Generation
- Video Classification
- Text-to-Video
- Zero-Shot Image Classification
- Mask Generation
- Zero-Shot Object Detection
- Text-to-3D
- Image-to-3D
- Image Feature Extraction
- Keypoint Detection
AI tabular tasks
- Tabular Classification
- Tabular Regression
- Time Series Forecasting
AI learning tasks
- Reinforcement Learning
- Robotics
- Graph Machine Learning
AI multimodal tasks
- Image-Text-to-Text
- Visual Question Answering
- Document Question Answering
- Video-Text-to-Text
- Any-to-Any
More information
- AI Text Classification
- What is AI Token classification
- What is Table Question Answering in AI
- What is Question Answering in AI
- What is Zero-Shot Classification in AI
- What is Translation in AI
- What is Text AI Summarization
- What is Feature Extraction in AI
- What is Text Generation in AI
- What is Text2Text Generation in AI
- What is Fill-Mask in AI
- What is Sentence Similarity in AI