DailyPost 2197
OPEN-SOURCE PROJECTS ARE THE FUTURE OF AI
While the highest end cutting end research in AI will keep guiding the world in the direction it needs to follow to make the best out of it, making it popular and workable can be done only through open-source AI platforms and tools. While everyone cannot be a part of the big tech story, but if artificial intelligence has to become a flourishing ground level technology, then the not so big, medium and small businesses should have this tool to transform themselves. Making people know and be comfortable with the technology is the name of the game. Fortunately, the world is moving in that direction.
Knowing technology is the first step towards adoption. This has been the guiding mantra of the big tech minds and companies starting this quiet revolution from Open AI and GPT with path breaking versions. Today no one across the globe can claim that they are not able to surge forward in AI adoption because the open source is handicapped to provide these tools. Today there are large number of open source projects that are transforming AI and machine learning. The spectrum covered it truly breath-taking covering from deepfakes to natural language processing and more.
The open world is ripe with projects to support software development on the frontiers of artificial intelligence and machine. Open source is the future in this field as open-source ethos and collaboration tools make it easier for teams to share codes and data and build on the success of others. Mention of a few transforming ones will it amply clear. TensorFlow and PyTorch, separately and together, support some of the most experimental and important research in this field. If you need bit of coding help then FauxPilot can come in handy. The project was inspired by GitHub copilot, but FauxPilot lets you select the repositories you can use for training.
Image match can be tried with DALL-E; DALL-E Playground and DALL-E Mini make it easier to play with this model. YOLOv7 can help in real-time object detection, one of the fastest and most accurate. It has critical usages in self-driving cars, robotics, and assistive devices. DeepFace Lab is open deepfake technology, it can swap faces and also be used to remove wrinkles and other hallmarks of age and experience. Paddle NLP is a natural language processing tool can perform neural searches and sentiment analysis. MindsDB is an SQL server that integrates the machine learning algorithms directly into databases. Other prominent ones are Image Super-Resolution(ISR), DeppPavlov, Blender, Open CV, Robocode and the list goes on.
OPEN SOURCE AI PROJECTS HAVE THE CAPABILITY TO COMPLETELY TRANSFORM OUR LIVES.
Sanjay Sahay
Have a nice evening.