We would implement a Cassava Leaf Disease detection system. Cassava is a rich, affordable source of carbohydrates. It can provide more calories per acre of the crop than cereal grain crops, which makes it a very useful crop in developing nations.

As the 2nd largest provider of carbohydrates in Africa, cassava is a key food security crop grown by small-holder farmers because it can withstand harsh conditions. At least 80% of small-holder farmer households in Sub-Saharan Africa grow cassava and viral diseases are major sources of poor yields.

We have taken 105 images for 4 leaf disease categories and a healthy category. Therefore, we have 5 categories of leaves.
The Cassava Leaf Disease detection system would help the farmers to detect the disease correctly and take preventive measures for the same.

The images are in the docs\images\ContainerApp\ folder

1. Create the Custom Vision AI project for training the Cassava Leaf images
2. Steps for building the Docker Image [ docs/01-DockerSteps.md ]
3. Steps for deploying the image as a Container App in Azure [ docs/2-AzureContainerAppsSteps.md ]
4. Turn the Managed identity [System Assigned] for the deployed Container App[ docs\images\ContainerApp\SystemIdentitySetting.png ]
5. Create the Storage Account and the Container [ docs\images\StorageAccount\StorageAccount.png]
6. Create the CosmosDB account , database and container. The partition of the container is category [Section : Images of the Cosmos DB]
7. Assign Storage Data Blob Contributor Role to the Container App for the Storage Account so that the Container App can read,write and delete the images in the Storage Account [ docs\images\ContainerApp\StorageBlobDataContributorRole.png ]
8. Assign Access Policies for the Container App so that the Container App can acess the secrets in the KeyVault[ docs\images\ContainerApp\KeyVaultAccess.png ]
9. Create the secrets in the KeyVault[ docs\images\KeyVault\KVSecrets.png]
10. Configure Continuous Deployment for the Container App[ docs\images\KeyVault\KVSecrets.png]

The images are in the docs\images\ContainerApp\ folder