(Day 43) Coding up LeNet, VGG, InceptionNet, UNet from scratch
February 13, 2024
Hello :) Today is Day 43!
A quick summary of today:
- write LeNet from scratch
- write VGG from scratch
- write InceptioNet from scratch
- write UNet from scratch (again)
(Day 42) Creating a UNet with PyTorch
February 12, 2024
Hello :) Today is Day 42!
A quick summary of today:
- Road segmentation with UNet
- Forest area segmentation with UNet
- Human segmentation with UNet
(Day 41) A bit advanced computer vision concept review
February 11, 2024
Hello :) Today is Day 41!
A quick summary of today:
- Review some computer vision concepts that are labeled as advanced - image segmentation
- Saliency/class activation maps (CAMs)
(Day 40) Starting a Self-driving cars course by the University of Toronto
February 10, 2024
Hello :) Today is Day 40!
A quick summary of today:
- Read more research papers (more like tried to read)
- Found an interesting Self-driving cars course by the University of Toronto
(Day 39) Reading papers of powerful CNN models + going back to basics (+ some more Andrej Karpathy lectures)
February 9, 2024
Hello :) Today is Day 39!
A quick summary of today:
- Read a few research papers
- Watched Stanford’s CS231n Winter 2016 lectures delivered by Andrej Karpathy
- Drew a nice “poster” for my wall thanks to Samson Zhang
(Day 38) Traffic sign classification and bbox model-PyTorch and more of Andrej Karpathy's talks
February 8, 2024
Hello :) Today is Day 38!
A quick summary of today:
- Traffic sign detection model with PyTorch
- Learned about how Telsa’s autopilot works [1, 2, 3]