FlowerAI
Upload an image of a flower, and our AI model will identify it.
How to Use FlowerAI
- Choose Image: Click the "Choose Image" button to upload a flower photo from your device.
- Try an Example: Click the "Example" button to instantly load and analyze our sample image.
- Get Predictions: Our AI will identify the flower and show you the most likely species with their confidence scores.
Recognition Results
About Our Technology
This flower recognition system leverages the power of state-of-the-art deep learning models. We utilize a technique called Transfer Learning, where we take powerful, pre-trained neural networks and fine-tune them specifically for the task of flower identification.
Our system is built upon a foundation of renowned models, including Xception, Inception-v3, ResNet50, VGG, InceptionResNetv2, and MobileNet. These models were originally trained on the vast ImageNet dataset, and we have adapted them to recognize a wide variety of flower species with high accuracy. The final classification is performed using a robust Logistic Regression classifier, ensuring reliable and fast predictions.