Skip to content
/ ImageAI-YOLOv3-Fine-Tuning-Vehicle-Classification Public

Object Detection via pre-trained YOLOv3 is used to detect vehicles from an image. Transfer learning on ResNet-50 outer layers with a two-class dataset trains for 50 epochs. 81% accuracy.

1 star 1 fork Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

cchighman/ImageAI-YOLOv3-Fine-Tuning-Vehicle-Classification

BranchesTags

Repository files navigation

ImageAI-YOLOv3-Fine-Tuning-ResNet-Vehicle-Make-Classification

81% accuracy after transfer learning. Focused on classifying Toyota Prius models.

About

Object Detection via pre-trained YOLOv3 is used to detect vehicles from an image. Transfer learning on ResNet-50 outer layers with a two-class dataset trains for 50 epochs. 81% accuracy.

Topics

object tensorflow model detection keras make classification vehicle deeplearning resnet-50 transferlearning imageai yolov3

Resources

Readme
Activity

Stars

1 star

Watchers

1 watching

Forks

1 fork
Report repository

Releases

No releases published

Packages

No packages published

Languages