Resnet-32 vs. Detectron2

Both ResNet 32 and Detectron2 are commonly used in computer vision projects. Below, we compare and contrast ResNet 32 and Detectron2.

Models

A fast, simple convolutional neural network that gets the job done for many tasks, including classification.

Detectron2 is model zoo of it's own for computer vision models written in PyTorch.

Model Type

Classification

Object Detection

Model Features

Item 1 Info

Item 2 Info

Architecture

Annotation Format

Instance Segmentation

Framework

Fast.ai v2

PyTorch

GitHub

GitHub Stars

32+

28.4k+

License

Apache-2.0

Paper

Training Notebook

Deploy Model

Provide your own image below to test YOLOv8 and YOLOv9 model checkpoints trained on the Microsoft COCO dataset.

COCO can detect 80 common objects, including cats, cell phones, and cars.