Currently editing 'The Spring of Sight', my forthcoming book about computer vision and Society.
Nov 1, 2022 • 17 tweets • 8 min read
Deep Learning is a blessing! I used to work night shifts in the film biz 🎥
I spent countless hours finding the exact moment when the clapper 🎬 slapped shut, in 10K+ video clips 😓
It took me ~64 hours to automate clapper detection using DL 👨💻
Here's the deep dive 🧵:
I will walk you through each step of my project:
===== 1/ Collect data 2/ Set up LabelStudio 3/ Draw bounding boxes 4/ Set up DVC 5/ Spin up EC2 6/ Install IceVision 7/ Run notebooks 8/ Connect WandB 9/ Try more models 10/ Infinite training loop 11/ Deploy
