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ยป Code examples / Computer Vision

Computer Vision

  • Image classification from scratch
  • Simple MNIST convnet
  • Image segmentation with a U-Net-like architecture
  • 3D Image Classification from CT Scans
  • OCR model for reading Captchas
  • Next-frame prediction with Conv-LSTM
  • Grad-CAM class activation visualization
  • Image classification via fine-tuning with EfficientNet
  • Image Classification with Vision Transformer
  • Model interpretability with Integrated Gradients
  • Knowledge Distillation
  • Metric learning for image similarity search
  • Point cloud classification with PointNet
  • Few-Shot learning with Reptile
  • Object Detection with RetinaNet
  • Semantic Image Clustering
  • Image Super-Resolution using an Efficient Sub-Pixel CNN
  • Supervised Contrastive Learning
  • Visualizing what convnets learn
  • Pneumonia Classification on TPU