Getting Started with ANPR: A Practical Guide
Automatic Number Plate Recognition (ANPR) is a technology that uses optical character recognition to read vehicle license plates. In this comprehensive guide, we'll explore how to build an ANPR system using PaddleOCR and deep learning techniques...
Read MoreFine-tuning PaddleOCR for Bangla Language
Adapting OCR models for Bangla language presents unique challenges due to the complex script and numerous character variations. This post discusses the techniques and best practices for fine-tuning PaddleOCR to achieve high accuracy...
Read MoreHealthcare IoT: Task Offloading Strategies
Based on our IEEE SMC 2025 paper, this article explores priority-aware task offloading strategies for minimizing latency and energy consumption in healthcare IoT systems. We discuss the architecture, algorithms, and real-world applications...
Read MoreBuilding Robust Facial Recognition Systems
Facial recognition technology has advanced significantly with deep learning. This guide covers best practices for implementing accurate facial recognition systems, addressing challenges like lighting conditions, pose variations, and privacy concerns...
Read MoreData Annotation Best Practices with Roboflow
Quality data annotation is crucial for training accurate machine learning models. Learn the techniques and workflows I use at Bondstein Technologies for efficient and accurate data annotation using Roboflow...
Read MoreMy Journey: From Student to Jr. ML Engineer
Reflecting on my path from a CSE student at Green University to becoming a Jr. ML Engineer at Bondstein Technologies. I share the challenges, learning experiences, and key decisions that shaped my career in AI/ML...
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