Computer Vision with TensorFlow & Keras

Master image processing, object detection, and neural network architectures in this hands-on workshop using industry-standard tools.

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Workshop Details

Workshop Highlights

Practical Projects

Build real-world computer vision applications from scratch.

Modern Frameworks

Hands-on with TensorFlow 2.x and Keras API.

Cutting-edge Techniques

Learn transfer learning, GANs, and real-time object detection.

Certificate

Receive a certificate of completion to showcase your skills.

Learning Outcomes

By the end of this workshop, you will be able to:

  • Preprocess and augment image data effectively
  • Build and train CNN models with TensorFlow/Keras
  • Implement transfer learning for custom tasks
  • Create object detection and image segmentation systems
  • Develop generative models for image creation
  • Optimize models for deployment

Workshop Agenda

Day 1: Foundations

Introduction to Computer Vision

Core concepts and industry applications

Image Processing Basics

OpenCV integration and data augmentation

CNN Architectures

Building and training convolutional neural networks

Transfer Learning

Fine-tuning pre-trained models (VGG, ResNet, etc.)

Day 2: Advanced Applications

Object Detection

YOLO and Faster R-CNN implementations

Image Segmentation

U-Net architectures for precise image analysis

Generative Models

GANs for image generation and enhancement

Deployment

Optimizing models for mobile and edge devices

What You'll Learn

Image Processing

Master OpenCV and TensorFlow for image manipulation and enhancement

Neural Networks

Design and train CNN architectures from scratch

Object Detection

Implement real-time object recognition systems

Image Generation

Create generative models for art and enhancement

Optimization

Techniques for model quantization and acceleration

Deployment

Prepare models for production environments

Technical Requirements

Laptop with Webcam

Minimum 8GB RAM, Python 3.7+ installed

GPU Recommended

CUDA-enabled GPU for faster training (not mandatory)

Cloud Account

Google Colab Pro or AWS account recommended for cloud GPU

Ready to Master Computer Vision?

Join our intensive 2-day workshop and gain practical skills you can apply immediately.

Register Now