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Detecting Oil Spills at Marine Environment Using Automatic Identification System (AIS) And Satellite Datasets

5,500.00

Aim:

Ā  Ā  Ā  Ā  Ā  To design and implement a high-accuracy, real-time oil spill detection system that integrates Automatic Identification System data and satellite imagery using the advanced YOLOv11 deep learning model for environmental monitoring and rapid disaster response

Enhancing Road Safety: Detection of Animals on Highways During Night

5,500.00

Aim:

Ā  Ā  Ā  Ā  Design and deploy a real-time, low-light-robust animal detection system using YOLOv8 for highways that reliably identifies animals at night and triggers timely driver/road-side alerts to reduce collisions.

Object Detection Method Using Image and Number of Objects on Image as Label

5,500.00
To develop an object detection model using YOLOv8 to address the limitations of existing methods and improve detection accuracy, robustness, and efficiency. The aim is to design a system that reduces the dependency on extensive labelling while ensuring adaptability to unseen environments. The model will utilize YOLOv8’s capabilities to process data efficiently and deliver high-performance results for diverse applications in object detection.