NLP & CV with GenAI

• • 1. Quick Review
  • 2. Advance CNN
  • 3. Keras
  • 4. Object Detection
  • 5. Stable Diffusion
  • 6. Prompt Engineering

• Artificial Neural Network with Keras
• Convolutional Neural Network
• Generative Adversarial Network
• Transfer Learning
• Fine Tuning
• Object Detection
  • FasterRCNN
  • YOLO – V1
  • SSD
  • ViT
  • Object Detection Using Pascal VOC Dataset
  • PreTrained Object Detection
  • Object Detection with Custom Image Dataset
• Stable Diffusion [ Need  to  download  necessary  files  from  Resource  Tab  & Upload  to  Google  Colab  ]
  • Stable Diffusion Usages
• Prompt Engineering [ Need  to  download  necessary  files  from  Resource  Tab  & Upload  to  Google  Colab  ]
  • Image Segmentation with Prompt Engineering
  • Object Detection with Prompt Engineering

• Click here to get the materials for [Stable Diffusion] & [Prompt Engineering] Labs
• Useful Resources:

  • https://github.com/getvmio/free-computer-vision-resources

  • https://paperswithcode.com/

  • https://www.fast.ai/

  • AI by hand YouTube Playlist 

Please follow the steps  complete your e-attendance

• Click this link
• Get your Student ID
• Class ID: 50021
• User Guide