Convolution Neural Network (CNN)

Computer Vision articles

2023: Convolutional neural networks still dominate computer vision. And EfficientNet is the most popular pretrained architecture for computer vision -- most people finetune pretrained models rather than training from scratch.

Classic Image-Tasks

Image Classification (with fastai)

Image Classification (with scikit-learn)

Image Classification (with PyTorch)

Object Detection

Image Recognition

Data Peprocessing for Computer Vision

Data Preprocessing for Images

Data Preprocessing

LLMs for vision tasks

Molmo

Llama Vision