Object Detection | SSD on Custom Dataset | Deep Learning

Опубликовано: 25 Июнь 2026
на канале: CV orbit
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🚀 How to Train an SSD Object Detection Model with Transfer Learning | Hard Hat Detection Tutorial
🎯 In this video, you'll learn how to build an Object Detection model using Transfer Learning with SSD (Single Shot MultiBox Detector) in PyTorch. We’ll walk through everything from dataset preparation to training and evaluation on a Hard Hat detection dataset.

📌 What You’ll Learn:
🔍 Object Detection fundamentals
⚙️ Transfer Learning with SSD
🏗️ Annotating and preparing the Hard Hat dataset
🧠 Training the model step-by-step
📦 Making predictions and evaluating performance

🧰 Tools & Libraries:
Python 🐍
PyTorch 🔥
OpenCV 📷
Matplotlib 📊
LabelImg 🏷️

✅ GitHub Repository: https://github.com/NitinCVOrbit/Hard_...

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