Over the years, while exploring Artificial Intelligence and Machine Learning, I have encountered various AI frameworks, libraries, and tools. While some of these have become integral to my work and are used frequently, others have been explored occasionally, often driven by the challenges and requirements of projects. This page serves as a curated repository of links to an extensive collection of innovative AI resources that are changing the world.
Spending several years experimenting with cutting-edge AI tools and technologies, I understand how overwhelming it can be to keep track of the vast array of resources available. Whether it’s generative AI models, classical machine learning frameworks, or tools for data processing and visualization, each plays a critical role in shaping AI solutions. I’ve created this page not just as a personal reference but as a resource for fellow AI enthusiasts, researchers, and developers seeking clarity amidst the noise.
Generative AI technologies
Text Generation Technologies
•
GPT (Generative Pre-trained Transformer) - Natural language understanding and generation from
OpenAI. (
Paper)
•
BERT (Bidirectional Encoder Representations from Transformers) - Contextual text understanding from
Google Research. (
Paper)
•
T5 (Text-to-Text Transfer Transformer) - Text-to-text problem-solving framework from
Google Research. (
Paper)
•
BLOOM - Open multilingual language generation model from
Hugging Face. (
Paper)
•
Cohere - Language generation and retrieval-augmented generation.
•
Claude - AI assistant for dialogue and creative writing from
Anthropic.
Image Generation Technologies
•
Imagen-3 - Generative text-to-image model from
Google Deepmind.
•
DALL·E - Text-to-image generation from
OpenAI.
•
Stable Diffusion - Open-source text-to-image generator from
Stability.ai.
Video Generation Technologies
•
Veo - Generative Video model from
Google Deepmind.
•
Movie Gen - Text-to-video model by
Meta.
•
Gen-3 Alpha - Accessible tools for AI-powered image and video creation from
RunwayML.
•
Imagen Video - High-definition video generation from text by
Google Research.
Audio Generation Technologies
•
WaveNet - Natural text-to-speech synthesis
Google Deepmind.
•
Jukebox - Music generation from
OpenAI.
•
VALL-E - Voice replication model from
Microsoft Research.
•
Overdub - Custom voice cloning for content creation by
Descript.
•
Flow Machines - AI-generated music by
Sony.
•
Lyrebird - AI for ultra-realistic voice cloning by
Descript.
3D and Animation Technologies
•
DreamFusion - Text-to-3D model creation.
•
MetaHuman Creator - High-quality, customizable 3D human avatars.
Code Generation Technologies
•
Codex - Code generation and debugging by
OpenAI.
•
AlphaCode - Competitive programming problem-solving from
Google Deepmind.
•
CodeT5 - A Transformer-based model for code-related tasks from
Serp.ai.
Scientific Applications
•
AlphaFold - Protein structure prediction from
Google Deepmind.
Optimization and Design Technologies
•
Generative Design - AI-powered optimization tools for engineering and architecture by
Autodesk.
•
Runway ML - AI tools for art creation and design.
Text-to-Anything Models
•
Gemini 2.0 - Generalist AI model from
Google Deepmind.
•
Make-a-Video - Text-to-video generation by
Meta AI. (
Paper)
•
Phenaki - Long-form video generation from text by
Google Research. (
Paper)
NLP technologies
Language Models
• See "Text Generation Technologies" above.
Text Classification and Sentiment Analysis
•
BERT for Classification - Pre-trained model fine-tuned for text classification.
•
RoBERTa (A Robustly Optimized BERT) - An optimized version of BERT for downstream tasks.
•
FastText - Lightweight and efficient text classification.
Named Entity Recognition (NER)
•
spaCy - Open-source library for NER, parsing, and tokenization.
•
Flair - Framework for NER using contextual embeddings.
•
BERT-based NER Models - Pre-trained BERT fine-tuned for NER tasks.
Question Answering
•
SQuAD (Stanford Question Answering Dataset) - Benchmark dataset for QA models.
•
BERT for QA - Fine-tuned BERT models for extracting answers from context.
•
AllenNLP - Framework for building QA systems.
Machine Translation
•
Google Neural Machine Translation (GNMT) - Neural network for language translation.
•
MarianMT - Multilingual translation models on Hugging Face.
•
DeepL - High-quality translation service.
Text Summarization
•
T5 for Summarization - Summarizes text using text-to-text framework.
•
PEGASUS - Specialized model for abstractive text summarization.
•
OpenNMT - Toolkit for machine translation and summarization.
Speech Recognition and Text-to-Speech
•
Whisper - Automatic speech recognition by OpenAI.
•
WaveNet - Text-to-speech synthesis by DeepMind.
•
Mozilla TTS - Open-source text-to-speech framework.
•
Kaldi - Toolkit for speech recognition.
Information Retrieval
•
Elasticsearch - Distributed search engine for text-based queries.
•
Weaviate - Vector search engine for semantic search.
•
Cohere Semantic Search - AI-powered semantic search APIs.
Sentiment Analysis
•
NLTK - Toolkit for text preprocessing and sentiment analysis.
•
RoBERTa for Sentiment Analysis - Fine-tuned sentiment classification models.
•
VADER - Sentiment analysis tool optimized for social media.
Text Generation
•
GPT for Text Generation - Generate coherent and creative text.
•
Hugging Face Transformers - API for fine-tuning and generating text.
Preprocessing libraries
•
NLTK - Toolkit for tokenization, stemming, and parsing.
•
spaCy - Industrial-strength NLP for large-scale projects.
•
Flair - Easy-to-use library for embeddings and preprocessing.