Natural Language Processing | GPT-4 | OpenAI's language model for generating human-like text, answering questions, and more. | API, Online platform | OpenAI GPT-4 |
Natural Language Processing | BERT | Google's NLP model for understanding the context of words in search queries. | Library | BERT |
Natural Language Processing | RoBERTa | A robustly optimized BERT approach by Facebook AI. | Library | RoBERTa |
Computer Vision | OpenCV | An open-source computer vision and machine learning software library. | Library | OpenCV |
Computer Vision | YOLO (You Only Look Once) | A real-time object detection system. | Library | YOLO |
Computer Vision | TensorFlow Object Detection API | A framework for creating deep learning models for object detection. | Library | TensorFlow Object Detection API |
Speech Recognition | Google Speech-to-Text | Converts audio to text using deep learning models. | API | Google Speech-to-Text |
Speech Recognition | IBM Watson Speech to Text | Transcribes voice audio into written text. | API, Online platform | IBM Watson Speech to Text |
Speech Recognition | DeepSpeech | An open-source speech recognition engine by Mozilla. | Library | DeepSpeech |
Machine Learning Frameworks | TensorFlow | An open-source library for machine learning developed by Google. | Library | TensorFlow |
Machine Learning Frameworks | PyTorch | An open-source machine learning library developed by Facebook AI. | Library | PyTorch |
Machine Learning Frameworks | Scikit-learn | A Python module integrating a wide range of machine learning algorithms. | Library | Scikit-learn |
Data Analysis and Visualization | Pandas | A data manipulation and analysis library for Python. | Library | Pandas |
Data Analysis and Visualization | Matplotlib | A plotting library for Python and its numerical mathematics extension NumPy. | Library | Matplotlib |
Data Analysis and Visualization | Tableau | A powerful data visualization tool used for business intelligence. | Software, Online platform | Tableau |
Generative Adversarial Networks (GANs) | GAN (by Ian Goodfellow et al.) | A class of machine learning frameworks for generating realistic data samples. | Library | GAN |
Generative Adversarial Networks (GANs) | StyleGAN | A GAN architecture by NVIDIA for high-quality image synthesis. | Library | StyleGAN |
Generative Adversarial Networks (GANs) | CycleGAN | A model that enables image-to-image translation without paired examples. | Library | CycleGAN |
Reinforcement Learning | OpenAI Gym | A toolkit for developing and comparing reinforcement learning algorithms. | Library | OpenAI Gym |
Reinforcement Learning | Stable Baselines3 | A set of reliable implementations of reinforcement learning algorithms in PyTorch. | Library | Stable Baselines3 |
Robotics | ROS (Robot Operating System) | A flexible framework for writing robot software. | Library, Software | ROS |
Robotics | RoboDK | A simulator for programming industrial robots. | Software | RoboDK |
Chatbots and Conversational AI | Rasa | An open-source framework for building AI chatbots and assistants. | Library, Software | Rasa |
Chatbots and Conversational AI | Microsoft Bot Framework | A comprehensive framework for building enterprise-grade conversational AI experiences. | API, Online platform | Microsoft Bot Framework |
Image and Video Editing | DeepArt.io | Applies the style of famous artworks to any photo using deep learning. | Online platform | DeepArt.io |
Image and Video Editing | Runway ML | Provides creative tools powered by machine learning for artists and designers. | Software, Online platform | Runway ML |
Automated Machine Learning (AutoML) | Google Cloud AutoML | Enables developers with limited machine learning expertise to train high-quality models. | API, Online platform | Google Cloud AutoML |
Automated Machine Learning (AutoML) | H2O.ai | Provides an open-source platform for building machine learning models. | Software, Online platform | H2O.ai |
AI for Healthcare | IBM Watson Health | Provides AI-driven insights and analytics for the healthcare industry. | API, Online platform | IBM Watson Health |
AI for Healthcare | PathAI | Utilizes AI to assist pathologists in making faster, more accurate diagnoses. | Software | PathAI |
AI for Finance | AlphaSense | A search engine for market intelligence and financial research. | Online platform | AlphaSense |
AI for Finance | Kavout | Uses AI for stock analysis and investment strategies. | Online platform | Kavout |