Complete YOLOv8 Real-Time Object Detection: Python Training to Production Deployment Guide
Learn to build a complete real-time object detection system with YOLOv8 and Python. Covers custom training, optimization, and production deployment with FastAPI.
Build Real-Time Emotion Detection System with PyTorch: Complete Dataset to Production Guide
Build a real-time emotion detection system with PyTorch. Learn CNN architectures, transfer learning, data augmentation & production deployment.
Build Multi-Modal Image Captioning System with PyTorch: CNN Encoder + Transformer Decoder Tutorial
Learn to build a multi-modal image captioning system using PyTorch, combining CNNs and Transformers. Includes encoder/decoder architecture, training techniques, and evaluation. Transform images to text with deep learning.
Build Vision Transformers in PyTorch: Complete Guide from Scratch Implementation to Transfer Learning
Learn to build Vision Transformers in PyTorch from scratch. Complete guide covers patch embedding, self-attention, transfer learning, and CIFAR-10 training. Start coding today!
Building Custom CNN Architecture for Multi-Class Image Classification with PyTorch Transfer Learning
Learn to build custom CNN architectures for multi-class image classification with PyTorch transfer learning, data augmentation, and advanced training techniques.
Build Real-Time Object Detection with YOLOv8 and PyTorch: Complete Training to Production Guide
Learn to build a real-time object detection system using YOLOv8 and PyTorch. Complete guide covers training, optimization, and production deployment with FastAPI.
Complete Guide to Building Custom Variational Autoencoders in PyTorch for Advanced Image Generation
Learn to build and train custom Variational Autoencoders in PyTorch for image generation and latent space analysis. Complete tutorial with theory, implementation, and optimization techniques.
Build Custom Vision Transformer from Scratch: Complete PyTorch Implementation Guide with Training Optimization
Learn to build and train a custom Vision Transformer (ViT) from scratch using PyTorch. Master patch embedding, attention mechanisms, and advanced optimization techniques for superior computer vision performance.
Build Custom CNN Models for Image Classification: TensorFlow Keras Tutorial with Advanced Training Techniques
Learn to build custom CNN models for image classification using TensorFlow and Keras. Complete guide with code examples, training tips, and optimization strategies.
Build Real-Time YOLOv8 Object Detection API with FastAPI and Python Tutorial
Learn to build a real-time object detection system with YOLOv8 and FastAPI in Python. Complete guide covering custom training, web deployment & optimization.
Custom CNN PyTorch Tutorial: Image Classification with Data Augmentation and Transfer Learning
Learn to build custom CNNs for image classification using PyTorch with data augmentation and transfer learning techniques. Complete tutorial with CIFAR-10 examples and optimization tips.
Build and Train a Variational Autoencoder VAE for Image Generation with PyTorch Tutorial
Learn to build and train a Variational Autoencoder (VAE) with PyTorch for image generation. Complete tutorial covers mathematical foundations, implementation, and advanced techniques.
Complete Guide: Build Multi-Class Image Classifier with TensorFlow Transfer Learning 2024
Learn to build a powerful multi-class image classifier using transfer learning with TensorFlow and Keras. Complete guide with code examples, data preprocessing, and model optimization techniques.