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Niketkumardheeryan / ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
MIT License
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Rice Image-Classification Using DL #882

Open SayantikaLaskar opened 4 months ago

SayantikaLaskar commented 4 months ago

Deep Learning Simplified Repository (Proposing new issue)

🔴 Project Title : Rice Image-Analysis Using DL

🔴 Aim :Implement different algorithms like CNN, VGG16, ResNet

🔴 Dataset : To address person detection on rice image classification, we can either propose CNN from scratch or leverage a transfer learning approach with pre-trained models like VGG16 or ResNet50. Our approach involves training on a curated dataset specific to this project, fine-tuning models for accurate detection. Additionally, integrating an alert mechanism ensures timely notifications to authorities upon detecting individuals on tracks. https://www.kaggle.com/datasets/muratkokludataset/rice-image-dataset

🔴 Approach : Try to use 3-4 algorithms to implement the models and compare all the algorithms to find out the best fitted algorithm for the model by checking the accuracy scores. Also do not forget to do a exploratory data analysis before creating any model.

Full name : Sayantika Laskar GitHub Profile Link : https://github.com/SayantikaLaskar Email ID : sayantikaLaskar2002@gmail.com

github-actions[bot] commented 4 months ago

Thanks for creating the issue,Please read the Pinned issued first and Readme.md in each Pull Request you made. Keep learning...