Advanced YOLO DeepSort Based System for Drainage Pipeline Defects Intelligent Detection

5,500.00

Aim:

Ā Ā Ā Ā Ā Ā Ā  Design and validate an end-to-end, real-time, robust pipeline defect detection and tracking system based on a lightweight high-performance object detector and detection-based tracking (DeepSort-style fusion), and integrate it into a defect information management platform.

Credit Scoring Prediction Using Deep Learning Models in the Financial Sector

5,500.00
Aim To develop an improved credit-scoring and text-classification model by combining Bi-LSTM, advanced transformer architectures, and ensemble machine-learning methods for superior accuracy, robustness, and fairness when compared with existing hybrid systems.