Code With Aarohi Courses

Open3D Tutorial - 3D Data Processing - Visualize 3D Data

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Learn to process and visualize 3D data using Open3D library. Explore point clouds, meshes, and 3D models. Hands-on tutorial covers installation, folder structure, and voxel downsampling techniques.

• YouTube
• 27 minutes
• On-Demand
• Free Video

EfficientDet - Scalable and Efficient Object Detection

Explore EfficientDet, a scalable object detection model that improves accuracy and efficiency through innovative techniques like BiFPN and compound scaling.

• YouTube
• 30 minutes
• On-Demand
• Free Video

StyleGAN Explained

Comprehensive exploration of StyleGAN architecture, detailing its innovations over traditional GANs. Covers mapping networks, style control, and noise injection for high-quality image generation.

• YouTube
• 29 minutes
• On-Demand
• Free Video

What Are GANs - Generative Adversarial Networks Explained

Explore generative adversarial networks (GANs), their working principles, training phases, and applications in AI and deep learning. Learn how GANs generate realistic data through generator-discriminator competition.

• YouTube
• 29 minutes
• On-Demand
• Free Video

InceptionV3 - Inception Network

Detailed exploration of InceptionV3 architecture, covering its improvements over previous versions, including factorized convolutions, RMSProp optimizer, and label smoothing for enhanced CNN performance.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Explained Gradient Descent Optimizer

Comprehensive explanation of gradient descent optimization, covering mathematical foundations, weight updates, and backpropagation for machine learning and deep learning applications.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Explained Identity Block and Convolution Block in ResNet - Residual Networks

Practical explanation of identity and convolutional blocks in ResNet, including line-by-line code breakdown and discussion of residual concepts in deep learning architectures.

• YouTube
• 24 minutes
• On-Demand
• Free Video

YOLOv11 for Real-Time Class-Wise Vehicle Counting and Tracking

Master real-time vehicle detection and tracking using YOLO11, implementing class-wise counting with BoT-SORT and ByteTrack algorithms for traffic analysis and smart city applications.

• YouTube
• 37 minutes
• On-Demand
• Free Video

YOLO11 Instance Segmentation on Custom Dataset

Perform instance segmentation on custom datasets using YOLO11, focusing on brain tumor detection with step-by-step guidance and resources.

• YouTube
• 20 minutes
• On-Demand
• Free Video

YOLO11 Custom Object Detection Tutorial - Step by Step

Implement custom object detection using YOLO11, from dataset preparation to model training and inference, with step-by-step guidance.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Segment Anything Model 2 (SAM 2) - Advanced Image and Video Segmentation

Explore Meta AI's advanced image and video segmentation model SAM 2, its capabilities, and implementation for zero-shot object segmentation tasks.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Building a Q&A App with RAG, LangChain, and Open-Source LLMs - Step-by-Step Guide

Step-by-step guide to building a Q&A application using RAG, LangChain, and open-source LLMs. Learn to create a sophisticated system leveraging cutting-edge AI technology for efficient question answering.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Build a Q&A App with RAG Using Gemini Pro and LangChain

Learn to create an intelligent Q&A app using Retrieval-Augmented Generation, Gemini Pro, and LangChain. Master advanced retrieval techniques to enhance chatbot performance and build a powerful AI-driven application.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Retrieval-Augmented Generation: Enhancing AI Models - Lecture 7

Explore Retrieval-Augmented Generation (RAG): theory, components, and practical implementation. Enhance AI models' capabilities with this comprehensive overview for beginners and enthusiasts alike.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Chat with Database using LangChain - Lecture 5

Learn to interact with MySQL databases using LangChain and LLMs. Create an app that translates English inputs into SQL queries, retrieves data, and presents results.

• YouTube
• 31 minutes
• On-Demand
• Free Video