bird_species_classification

[IkkiOcean]

Pull Request for PyVerse 💡

Kindly review the code and models. Feedback and suggestions are welcome.

Issue Title : Addition of Deep Learning Models for Bird Species Classification

• Info about the related issue (Aim of the project) : This project aims to develop an automated solution using deep learning to accurately identify bird species from images, helping in research, conservation efforts, and birdwatching communities.
• Name: Vivek Prakash
• GitHub ID: https://github.com/IkkiOcean
• Email ID: [email protected]
• Idenitfy yourself: GSSOC-extd and hacktoberfest

Closes: #60

Describe the add-ons or changes you've made 📃

The models were fine-tuned using the dataset to achieve optimal performance for bird species classification. Pretrained ImageNet weights were used as a baseline, followed by specific training on the bird species images.

Implemented Models:

The following advanced deep learning architectures have been applied for the classification task:

•	InceptionResNetV2
•	InceptionV3
•	VGG16

Type of change ☑️

• My code follows the code style of this project.
• New feature (non-breaking change which adds functionality)

How Has This Been Tested? ⚙️

• My code follows the code style of this project.
• My code follows the guidelines of this project.
• I have performed a self-review of my own code.
• I have commented my code, particularly wherever it was hard to understand.
• I have made corresponding changes to the documentation.
• My changes generate no new warnings.
• I have added things that prove my fix is effective or that my feature works.

[github-actions]

👋 Thank you for opening this pull request! We're excited to review your contribution. Please give us a moment, and we'll get back to you shortly!

[UTSAVS26]

please add readme file of this format

Done

[IkkiOcean]

@UTSAVS26 it says the repository is not participating in hacktoberfest. You either have to add hacktoberfest tag in the repository or hacktoberfest-accepted tag after merging the PR.

[UTSAVS26]

@UTSAVS26 it says the repository is not participating in hacktoberfest. You either have to add hacktoberfest tag in the repository or hacktoberfest-accepted tag after merging the PR.

Sorry I didn't update the labels before it is set to request changes
And for Hacktoberfest related to issues you can tag Program Manager in GSSOC Server asking your query