Road Lane Detection with VGG-UNet on TuSimple Dataset | Image Segmentation Tutorial

⭐️ Content Description ⭐️
In this video, we explore road lane detection using VGG-UNet on the TuSimple dataset. This deep learning approach applies image segmentation to accurately identify lanes in real-world driving scenarios. We cover data preprocessing, model training, and result visualization, providing insights into how deep learning enhances autonomous driving systems.
Dataset link: https://www.kaggle.com/datasets/manideep1108/tusimple
Code Files: https://tinyurl.com/roadlanedetection

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🕒 Timeline
00:00 Introduction to Road Lane Detection
03:44 Import Modules
05:54 Load Dataset
30:52 Data Visualization
37:07 Preprocess Data For Training
45:05 Feature Engineering
59:29 VGG-Unet Model Creation
01:14:51 Train the Model
01:20:51 Plot Metrics
01:24:10 Test Predictions

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Видео Road Lane Detection with VGG-UNet on TuSimple Dataset | Image Segmentation Tutorial канала Hackers Realm