Alpaca Identification

[TheDarkParalda]

Pull Request for ML-Crate 💡

Issue Title: Alpaca Identification

• Info about the related issue (Aim of the project) : To identify whether the given image is of an Alpaca or not
• Name: Evan Joshy Chittilappilly
• GitHub ID: TheDarkParalda
• Idenitfy yourself: Participant

Closes: #93

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

I added a Rescaling Layer to the VGGCNN Model which increased the validation accuracy to 90.77%

Type of change ☑️

What sort of change have you made:

• Breaking change (fix or feature that would cause existing functionality to not work as expected)

How Has This Been Tested? ⚙️

It was tested on 20 percent of the given data.
The accuracy was checked and loss was calculated using binary cross entropy loss.

Checklist: ☑️

• 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.
• Any dependent changes have been merged and published in downstream modules.

[github-actions]

Our team will soon review your PR. Thanks @TheDarkParalda :)