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On-Device AI: The Future of Privacy-Preserving and Low-Latency Inference

Jun 30, 20247 min read51 views

Recently, I built a Formula 1 Car Classifier that was 89% accurate (read the blog here!). And it got me thinking, How do I take the model I built and...

On-Device AI: The Future of Privacy-Preserving and Low-Latency Inference

Building a Formula 1 Car Classifier with 89% Accuracy

Jun 23, 202413 min read120 views

I've been trying my hand at Transfer Learning and Fine Tuning for a while now. I decided to utilise it for a fun little project around F1. I...

Building a Formula 1 Car Classifier with 89% Accuracy

Mastering Convolutional Neural Networks: A Comprehensive Guide from Basics to VGG19

Jun 17, 202410 min read80 views

Let me ask you something. Have you ever wondered how Face Recognition works, how your photos app is able to tell whether you're in the picture or...

Recreating The LeNet-5 : 99.8% Accuracy on MNIST (Step-by-Step Guide)

May 29, 20246 min read92 views

For the past few days I've been learning about Convolutional Networks and how they've transformed the field of Computer Vision and Deep Learning. So,...

Recreating The LeNet-5 : 99.8% Accuracy on MNIST (Step-by-Step Guide)

Why Deep Learning?

May 15, 20243 min read72 views

OpenAI's Chat-GPT 4o has arrived. Apple is working towards a on-device AI. Google is pushing Gemini to its limits. Meta has come out with Llama...

Why Deep Learning?