abhisheks008 / DL-Simplified

Deep Learning Simplified is an Open-source repository, containing beginner to advance level deep learning projects for the contributors, who are willing to start their journey in Deep Learning. Devfolio URL, https://devfolio.co/projects/deep-learning-simplified-f013
https://quine.sh/repo/abhisheks008-DL-Simplified-499023976
MIT License
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[Project Addition] Indian Venomous Snakes Classification using DL #688

Closed Arihant-Bhandari closed 1 month ago

Arihant-Bhandari commented 1 month ago

Pull Request for DL-Simplified šŸ’”

Issue Title : #686 [Project Addition] Indian Venomous Snakes Classification using DL

Closes: #686 [Project Addition] Indian Venomous Snakes Classification using DL

Describe the add-ons or changes you've made šŸ“ƒ

Wrote code for preprocessing and loading images, created models including custom as well as pre-trained models, like ResNet-50, VGG16 and so on.

Type of change ā˜‘ļø

What sort of change have you made:

How Has This Been Tested? āš™ļø

Models Accuracy Loss
ResNet-50 65.17% 0.6405
InceptionV3 86.89% 0.3523
CNN 74.44% 0.5768
VGG16 75.28% 0.5027
EfficientNetB7 60.67% 0.6833

Checklist: ā˜‘ļø

github-actions[bot] commented 1 month ago

Our team will soon review your PR. Thanks @Arihant-Bhandari :)

Arihant-Bhandari commented 1 month ago

Hi @abhisheks008 pls check this PR , if there are any additions or things to be improved , would be glad to do them. Thank you as always.