Visualizing Image Datasets in PyTorch | Python Deep Learning For Beginners
In this video, we dive into importing and visualizing datasets in PyTorch — a key step before training your image classification models.
We'll walk through how to load image data, explore class distributions, and visualize samples using matplotlib.
Understanding your dataset is the foundation of a successful computer vision model.
🔗Link to Google Colab Notebook: https://colab.research.google.com/drive/1kS21Fhl5C9ykOrqjJDtzHwGTTR5IZmfO?usp=sharing
⏱️ Timestamps:
0:00 - Dataset Introduction
1:01 - Importing Dataset
3:44 - Dataset Visualization
6:08 - Data Visualization using Matplotlib
🧠 What you'll learn:
How to use torchvision.datasets
Data transformations with transforms
Dataset exploration tips
Visualization using matplotlib
Next up: Preparing dataloader - stay tuned and subscribe!
#PyTorch #ComputerVision #ImageClassification # DeepLearning #NeuralNetwork #AI #MachineLearning
Видео Visualizing Image Datasets in PyTorch | Python Deep Learning For Beginners канала Let Me Console You
We'll walk through how to load image data, explore class distributions, and visualize samples using matplotlib.
Understanding your dataset is the foundation of a successful computer vision model.
🔗Link to Google Colab Notebook: https://colab.research.google.com/drive/1kS21Fhl5C9ykOrqjJDtzHwGTTR5IZmfO?usp=sharing
⏱️ Timestamps:
0:00 - Dataset Introduction
1:01 - Importing Dataset
3:44 - Dataset Visualization
6:08 - Data Visualization using Matplotlib
🧠 What you'll learn:
How to use torchvision.datasets
Data transformations with transforms
Dataset exploration tips
Visualization using matplotlib
Next up: Preparing dataloader - stay tuned and subscribe!
#PyTorch #ComputerVision #ImageClassification # DeepLearning #NeuralNetwork #AI #MachineLearning
Видео Visualizing Image Datasets in PyTorch | Python Deep Learning For Beginners канала Let Me Console You
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18 июня 2025 г. 17:48:48
00:10:57
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