An Open Source Framework for Conversational AI: NVIDIA NeMo
[가상인간연구팀 황준선] NVIDIA NeMo는 간단한 Python 인터페이스를 사용하여 GPU 가속 음성 및 자연어 이해 모델을 구축, training 및 fine-tuning하기 위한 오픈소스 프레임워크입니다. NeMo를 활용하면 실시간 자동 음성 인식, 자연어 처리,…
Droidlet: an open source platform for developing intelligent robots
[Service Development Team Jeon Jeon-jun] Facebook AI unveiled the Droidlet platform for robot development that can be used in real and virtual environments on the 28th of last month.
Reinforcement learning environment for solving real-world problems
[Prior Research Team, Jeongwoo Lee] We have been using games (Go, chess, Atari games, etc.) to verify the performance of reinforcement learning algorithms for a long time. With the development of algorithms, in the field of reinforcement learning, like other images and natural language fields, there are...
Handling Imbalanced Datasets
[Service Development Team Hwang Jun-sun] When supervising machine learning models, when a dataset with an unbalanced number of data between labels is used as training data, the phenomenon in which learning of samples belonging to a label with a small ratio is not performed well you will experience simply…
Unity ML-Agents v2.0
[Service Development Team Jeon Jeon-Jun] ML-Agents, unveiled by Unity, is an open source tool that creates virtual characters in the game environment. You can create a game environment and learn NPC characters (Agents) that can operate in the environment through algorithms such as reinforcement learning.…
GPT-Neo: Open Source GPT-3 Project
OpenAI's GPT-3 is a large language model with a parameter count of up to 175B. Despite the surprising results of GPT-3, it is not open source, so if you want to try it, try AI Dungeon (https://play.aidungeon.io/main/landing) or Philosopher AI (https://philosopherai.com/). ) Through a site such as...
Analyzable control method of GAN model (GANSpace)
As a deep learning-based image generation method, GAN produces a lot of amazing results. In particular, the latent space is simply random because it is possible to make changes that have a number of meaningful meanings by changing the latent vector after learning.
A collection of AI projects for mobile devices (Awesome Tensorflow Lite)
Tensorflow Lite is a software package that contains tools that allow AI models trained with Tensorflow to run on mobile devices. It is said to be running on over 4 billion devices now. Basically, the trained model is converted to Tensorflow Lite…
Jina - open source multi-modal search engine based on deep learning
Jina, which is open sourced by Jina.AI, is a multimodal data search engine using deep learning technology. Not only does it implement some functions for search, it includes the entire system that can be easily applied to the service, and not only text…
