Project Description:
Create a flower recognition system using Convolutional Neural Networks (CNNs) to classify five common flower types: Rose, Chamomile, Dandelion, Sunflower, and Tulip.
Key Objectives:
-Collect a diverse dataset of labeled flower images.
-Preprocess the data for model training.
-Design and train a CNN model for accurate classification.
-Validate and test the model's performance.
-Deploy a user-friendly web/mobile application for flower recognition.
-Document the project and provide a user guide.
-Ensure scalability and maintenance.
🎤 Pitch
Our project uses advanced Convolutional Neural Networks (CNNs) to classify five common flower types: Rose, Chamomile, Dandelion, Sunflower, and Tulip, instantly from photos. Whether you're a gardener, botanist, or just love flowers, our user-friendly app lets you snap a pic for accurate species identification, all while prioritizing ethics and scalability.
👀 Have you spent some time to check if this issue has been raised before?
🔖 Project description
Project Description: Create a flower recognition system using Convolutional Neural Networks (CNNs) to classify five common flower types: Rose, Chamomile, Dandelion, Sunflower, and Tulip.
Key Objectives: -Collect a diverse dataset of labeled flower images. -Preprocess the data for model training. -Design and train a CNN model for accurate classification. -Validate and test the model's performance. -Deploy a user-friendly web/mobile application for flower recognition. -Document the project and provide a user guide. -Ensure scalability and maintenance.
🎤 Pitch
Our project uses advanced Convolutional Neural Networks (CNNs) to classify five common flower types: Rose, Chamomile, Dandelion, Sunflower, and Tulip, instantly from photos. Whether you're a gardener, botanist, or just love flowers, our user-friendly app lets you snap a pic for accurate species identification, all while prioritizing ethics and scalability.
👀 Have you spent some time to check if this issue has been raised before?
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