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Intel Scene Image Classification VGG Hyperparameter Tuning

Mar 10, 20255 min read

Regularization Techniques to Improve Deep Learning Performance

Dec 27, 20245 min read

Diving into Transformer : Attention Is All You Need!

Transformer is a deep neural network architecture that introduced in “attention is all you need”. It is designed for sequence to sequence tasks. Particularly, excelling in natural language processing (NLP). It eliminates RNN and CNN in favor of self ...

Mar 10, 20256 min read

Learning to Build ResNet for Intel Scene Classification from Scratch

Dec 24, 20248 min read

MobileNet Explained: A Slim and Efficient CNN Model

Dec 24, 20243 min read

Exploring Residual Networks (ResNet): A Breakthrough in Deep Learning

Overview The paper “Deep Residual Network for Image Recognition”, authored by aiming He, Xiangyu Zhang, and others in 2015, introduce new CNN-based architecture known as ResNet This paper became one of the breakthrough in the development of deep lear...

Dec 18, 20244 min read

Intel Images Classification Using VGG-19

Intel image classification is a dataset consist of multiple scene. This dataset have 25,000 images with size 150 × 150 that are labeled for 6 difference categories like buildings, forest, glacier, mountain, sea, and street. The dataset split into 14,...

Dec 8, 20245 min read

Understanding VGG Models: A Breakthrough in Deep Learning

The Visual Geometry Group (VGG), led by Karen Simoyan & Andrew Zisserman, introduced the groundbreaking concept of very deep convolutional network for large scale image recognition in 2014. This work invetigated how increasing the depth of convolutio...

Dec 2, 20242 min read

Build and Understand LeNet 5 Architecture Using TensorFlow

Machine learning algorithm especially in computer vision is rapidly developed. In order to achieve the rapidly algorithm development we must learn continuously from the basic. One of the basic is the development by Yann Lecun is LeNet. We will try to...

Nov 30, 202410 min read

Understanding the 6 Levels of Autonomous Vehicle Automation

Autonomous vehicle (AV) become one of the most talked-about topics in recent years, drawing significant attention from both the public and the experts alike. AV technology offers the potential to revolutionized public transportation for elimination o...

Nov 29, 20244 min read

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