Image Classification Ai

image classification projects

• cifar10 image classification
• fashion
• realtime camera prediction

Realtime Camera Prediction

Python script for making use of AI models to predict realtime results

Cifar 10

Using the cifar 10 image classification dataset using Convolutional nural networks

• Loss: Sparse Categorical Crossentropy
• Optimizer: Adam
• Metrics: Accuracy
• Learning Rate: 0.001
• Batch Size: 32

Train loss: 0.6438 , Train accuracy: 0.7757

Test loss: 0.8629 , Test accuracy: 0.7077

Mnist

Using Sequential Api for model generation

• Loss: Sparse Categorical Crossentropy
• Optimizer: Adam
• Metrics: Accuracy
• Learning Rate: 0.001
• Batch Size: 32
• Epochs: 5

Train loss: 0.0578 , Train accuracy: 0.9805

Test loss: 0.0715 , Test accuracy: 0.9799