KERNEL: ONLINE
3-DAY STREAK|350 XP (LVL 2)
7-STEP PYTORCH LAB10-class culinary vision recognition

Food-101 PyTorch vision pipeline — 7 Steps

Recognize 10 culinary dish categories with a PyTorch computer vision pipeline: random resized crops, color jitter augmentation, MobileNetV2 backbone, and CosineAnnealingLR scheduling.

  1. 01 Data ingestion & EDA
  2. 02 Preprocessing without leakage
  3. 03 TensorDataset & DataLoader
  4. 04 nn.Module architecture
  5. 05 Loss function & optimizer
  6. 06 Training loop & backprop
  7. 07 Eval, metrics & checkpoint
Loading Food-101 Mini Cuisine Image Classifier 7-step PyTorch pipeline lab...