Portfolio
Can Inspection Vision System
An advanced inspection system designed to identify small and unusual defects in canned products. The system is capable of operating on a high-speed production line, ensuring real-time detection and quality assurance. It highlights the precision and efficiency of modern industrial defect detection technologies tailored for high throughput environments.
Deploy Vision Transformer(ViT) model on C++
Implemented Vision Transformer-based image captioning in C++ using ONNX. The encoder and decoder components are separated for deployment efficiency. The model is sourced from Hugging Face, ensuring access to state-of-the-art pre-trained architectures.
Fire Detection and Calling system
Fire detection system for restaurants utilizes RTSP protocol to stream feeds from multiple CCTV cameras. Upon detecting a fire, it automatically alerts the fire brigade and police, providing the incident location for swift response. The system ensures real-time monitoring and rapid emergency coordination.
Hazards Detection System
This hazard detection system for airport X-ray security ensures high accuracy in identifying a wide range of hazardous objects. Designed to enhance passenger safety, it leverages advanced image analysis for reliable threat detection. The system is optimized for diverse scenarios, improving airport security operations.
Accurate Size Measurement Applciation
An application is designed to accurately measure the size of fish with millimeter precision. It leverages advanced image processing techniques to ensure reliability and consistency. The tool is ideal for use in fisheries, research, and quality control settings.
Generating Face from latent space
The system generates a child's face by blending the latent features of both the father and mother’s faces in a shared latent space. Deployed on CoreML, it enables efficient on-device execution for real-time face generation. The model extracts latent space features to manipulate variations in age and gender, incorporating genetic influences for realistic outcomes.
Printing Date Inspection and Verification System
Date printing is critical in the food processing industry for compliance and consumer safety. This system detects misprinted dates and verifies it to ensure quality control. It enhances reliability and minimizes errors in date labeling on packaged products.