Pitch deck

Use Cases

• People will know the nutritional composition instantly.
• Identify the dish, especially helpful when people are travelling, so that they can know what they are eating. eg. Simply take a picture at a buffet and know what it is.
• Helpful to people following a diet.

First steps.

• The data set we were provided is a 700 pictures each of three different classes. Identify these classes automatically.
• Available Classes:
• Bowl plate
• Regular plate
• Soup plate

Training using Eschernode

• Trained a deep learning classifier on Resnet18 architecture.
• Trained on a 60GB machine for 5 hours.

Results

• Best Cross entropy error of about 0.863 after training for 42 epochs