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AI Economist: Reinforcement Learning in Economics

AI Economist: Reinforcement Learning in Economics

Generative AI & ML

Experimenting with the AI Economist API to simulate free markets and communism using Reinforcement Learning (RL) agents.

Applying Self Pre-Training Method to GNN for Quantum Chemistry

Applying Self Pre-Training Method to GNN for Quantum Chemistry

Generative AI & ML

Explore how self pre-training methods are applied to Graph Neural Networks (GNN) to improve predictions in quantum chemistry.

Transformer with OCR: From Molecule to Manga

Transformer with OCR: From Molecule to Manga

Generative AI & ML

Exploring the application of Transformer encoder-decoder models in OCR tasks, analyzing performance on Manga datasets.

MAL FaceEmotion: Real-Time Facial Emotion Recognition AI

MAL FaceEmotion: Real-Time Facial Emotion Recognition AI

Generative AI & ML

Introducing MAL FaceEmotion, an AI tool that quantifies facial expressions in real-time to visualize human emotions.

DIY Conveyor Automatic Capture Machine for AI Datasets

DIY Conveyor Automatic Capture Machine for AI Datasets

Web & Cloud Infra

See how we built a DIY conveyor belt integrated with Arduino and cameras to automatically collect image data for deep learning.

Realtime Multiple Pair-Eye Tracking on Edge Devices

Realtime Multiple Pair-Eye Tracking on Edge Devices

Generative AI & ML

Learn how we converted a RetinaFace-based AI model for realtime multiple pair-eye tracking at 60 fps on edge devices.

What is Background Removal using DIS?

What is Background Removal using DIS?

Generative AI & ML

A comprehensive guide on removing backgrounds from images using Dichotomous Image Segmentation (DIS) AI models.

Reproducing the Results: Burst Denoising of Dark Images

Reproducing the Results: Burst Denoising of Dark Images

Generative AI & ML

Our AI team's implementation and evaluation of the deep learning model based on the paper "Burst Denoising of Dark Images".

Atomoscan × Radio Culture: Visualizing Office Vibes

Atomoscan × Radio Culture: Visualizing Office Vibes

Business & Culture

Learn how Vitalify Asia uses "Atomoscan" AI to measure office happiness and visualize how music improves workplace atmosphere.

BERT Meets the Protein 3D Structure

BERT Meets the Protein 3D Structure

Generative AI & ML

Discover how BERT is applied to solve complex biochemistry tasks, including predicting protein 3D structures.

Part 1: Introduction to gRPC Framework

Part 1: Introduction to gRPC Framework

Web & Cloud Infra

gRPC is a robust open-source RPC framework used to build scalable and fast APIs for modern applications.

Understanding RAG (Retrieval-Augmented Generation)

Understanding RAG (Retrieval-Augmented Generation)

Generative AI & ML

Retrieval-Augmented Generation (RAG) optimizes LLM outputs by referencing external knowledge securely.

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