CSC3104
Labs
Each lab is a small simulator of something from the course. Predict what will happen, try it, explain it, then take on the challenges.
Lab 1
Pixels & normalisation
Images as Data
Tasks 0/42 coding
Lab 2
Convolution arithmetic
Convolutional Neural Networks
Tasks 0/42 coding
Lab 3
Metrics from a confusion matrix
Training & Evaluation
Tasks 0/42 coding
Lab 4
Freeze or fine-tune?
Transfer Learning
Tasks 0/42 coding
Lab 5
IoU & NMS simulator
Object Detection
Tasks 0/42 coding
Lab 6
Paint a mask: IoU vs Dice
Segmentation
Tasks 0/41 coding
Lab 7
ViT tokens & CLIP zero-shot
ViTs + Multimodal
Tasks 0/42 coding
Lab 8
Kalman prediction & matching
Video + Tracking
Tasks 0/41 coding
Lab 9
Quantisation & model size
Deployment & Responsible Vision
Tasks 0/42 coding