PongpreechaSuea
[ AI Engineer and Backend Developer ] I am highly skilled in AI and have extensive experience in developing AI systems.
Multiverse ExpertThanawat Building 1st floor, 20/99 No.9 Soi Ngamwongwan 6, Yaek 3, Bangkhen, Mueang, Nonthaburi, 11000 Thailand
Pinned Repositories
AudioWavConverter
AudioWavConverter is a Python tool for converting various audio formats to WAV using FFmpeg. It provides a simple interface to transform audio files into the widely compatible WAV format, ideal for editing, analysis, or further processing. Perfect for handling podcasts, music, or any audio conversion needs.
Cira_Core_DetectProduct
DeepFace-Img2Img
DeepFace-Img2Img is a project designed solely for face swapping in images. By using a source image and a target image, it facilitates the swapping of faces between them.
FaceDetection
FastAPI-based YOLOv8 face detection API. Features: image upload & live camera processing, adjustable parameters. Includes web interface for testing. Ideal for CV projects, security apps & interactive installations. Python, OpenCV, ONNX Runtime.
Genetic-Algorithm-Artificial-Neural-Networks
This project implements a Snake Game that uses a Genetic Algorithm to optimize the neural network controlling the snake. The goal is to evolve the snake's behavior to maximize its score by eating apples and avoiding collisions.
Reinforcement_Q_Table_Turtlebot3_ROS2
Segmentation-River-Model
This model is based on Yolov8 which is used to detect areas of rivers, canals or other places where there is water.
Soft-Pneumatic-Gripper
This is a project done by first-year students from the Panyapiwat Institute of Management (PIM) in Thailand , Soft Gripper is basic pneumatic system of class.
Speech2Text
This project provides a Speech-to-Text API service using FastAPI and SpeechRecognition. It converts various audio formats to text, supports multiple languages, and offers both file upload and base64 encoded audio input options.
Sunflower-Optimization-Algorithm-SFO
SFO (Sunflower Optimization) is an algorithm inspired by sunflowers. Just as sunflowers always turn their faces towards the sun to maximize their exposure to life-giving sunlight, the SFO algorithm seeks to find the best solutions by consistently adjusting its direction towards the most promising areas of the search space.
PongpreechaSuea's Repositories
PongpreechaSuea/Cira_Core_DetectProduct
PongpreechaSuea/DeepFace-Img2Img
DeepFace-Img2Img is a project designed solely for face swapping in images. By using a source image and a target image, it facilitates the swapping of faces between them.
PongpreechaSuea/FaceDetection
FastAPI-based YOLOv8 face detection API. Features: image upload & live camera processing, adjustable parameters. Includes web interface for testing. Ideal for CV projects, security apps & interactive installations. Python, OpenCV, ONNX Runtime.
PongpreechaSuea/Reinforcement_Q_Table_Turtlebot3_ROS2
PongpreechaSuea/Soft-Pneumatic-Gripper
This is a project done by first-year students from the Panyapiwat Institute of Management (PIM) in Thailand , Soft Gripper is basic pneumatic system of class.
PongpreechaSuea/AudioWavConverter
AudioWavConverter is a Python tool for converting various audio formats to WAV using FFmpeg. It provides a simple interface to transform audio files into the widely compatible WAV format, ideal for editing, analysis, or further processing. Perfect for handling podcasts, music, or any audio conversion needs.
PongpreechaSuea/DATA_Classification_medical_record
DATA_Classification_medical_record ที่เก็บข้อมูล
PongpreechaSuea/FastRadioBursts_Classification_SuperAISS3
House EXP FastRadioBursts_Classification_SuperAISS3
PongpreechaSuea/Follow_The_Research-UWB_Radars_for_Activity_Recognition
GitHub Desktop tutorial repository
PongpreechaSuea/Genetic-Algorithm-Artificial-Neural-Networks
This project implements a Snake Game that uses a Genetic Algorithm to optimize the neural network controlling the snake. The goal is to evolve the snake's behavior to maximize its score by eating apples and avoiding collisions.
PongpreechaSuea/Hackathon-NLP-Super-AI-SS3-LV2
CMSK Chatbot - Extractive Question Answering Super AI Engineer 2022 - NLP Hackathon
PongpreechaSuea/Segmentation-River-Model
This model is based on Yolov8 which is used to detect areas of rivers, canals or other places where there is water.
PongpreechaSuea/Speech2Text
This project provides a Speech-to-Text API service using FastAPI and SpeechRecognition. It converts various audio formats to text, supports multiple languages, and offers both file upload and base64 encoded audio input options.
PongpreechaSuea/Sunflower-Optimization-Algorithm-SFO
SFO (Sunflower Optimization) is an algorithm inspired by sunflowers. Just as sunflowers always turn their faces towards the sun to maximize their exposure to life-giving sunlight, the SFO algorithm seeks to find the best solutions by consistently adjusting its direction towards the most promising areas of the search space.
PongpreechaSuea/Text-Classification-by-Embeddings
It takes text data and converts it into vectors before training it with a machine learning model.
PongpreechaSuea/Hackathon-Online--NLU-Intent-Classification
Hackathon Online: NLU Intent Classification of Super AI Engineer Season 3
PongpreechaSuea/Hackathon-Online-Fake-News-Classification
Hackathon Online: Fake News Classification Super AI Engineer Season 3
PongpreechaSuea/PDF2Image
This project is designed for converting .pdf files into images. It allows converting PDF documents into images according to specific requirements. These images can be accessed via an API endpoint, making it suitable for serving as a server service for file conversion operations.
PongpreechaSuea/PongpreechaSuea
PongpreechaSuea/Text-Search-Document
An intelligent document search application using semantic similarity and vector embeddings to find relevant documents based on content rather than just keywords. Built with Python, SentenceTransformers, and ChromaDB.
PongpreechaSuea/Text-Search-Image
This project implements an image search system using CLIP (Contrastive Language-Image Pre-training) model. It allows users to search for images using natural language queries.
PongpreechaSuea/Tiktoken-openai
tiktoken is a fast BPE tokeniser for use with OpenAI's models. [ Count Token of content or text ]
PongpreechaSuea/vits_finetuning
PongpreechaSuea/Web-test-medical-record
PongpreechaSuea/Whisper-openai
Robust Speech Recognition via Large-Scale Weak Supervision [ FineTune-Whisper-Thai-Language ]