https://github.com/manisharora96/bird-species-classification-and-recognition

Classify species of bird through Machine learning
https://github.com/manisharora96/bird-species-classification-and-recognition

Last synced: 1 day ago
JSON representation

Classify species of bird through Machine learning

• Host: GitHub
• URL: https://github.com/manisharora96/bird-species-classification-and-recognition
• Owner: manisharora96
• Created: 2022-07-30T07:21:19.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2022-07-30T07:23:25.000Z (over 2 years ago)
• Last Synced: 2024-06-29T15:01:09.442Z (7 months ago)
• Language: Jupyter Notebook
• Size: 1.46 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Bird-Species-Classification-and-Recognition

GOAL

My goal is to complete an end to end computer vision problem with basic parts, such as bulding an input pipeline, compose the model, data augmentation etc.

WHAT I HAD DONE

In this project, I will classify images of birds by using transfer learning from a pre-trained network.

I am using the MobileNet V2 model developed at Google. I am beginner for computer vision and i am trying to learn more about it. I follow transfer learning and fine-tuning which is tensorflow for the project.

MODELS USED

MobileNet V2 model(CNN)

LIBRARIES NEEDED

numpy

pandas

matplotlib

tensorflow

keras