AFCL Workflows from various domains
| name | description | platforms | datasets | validation | metrics |
|---|---|---|---|---|---|
BWA |
A common life sciences task of performing DNA read alignment | Amazon | Escherichia coli, Trypanosoma brucei, Rhizobium Jaguaris, Bacteroides thetaiotaomicron | ✅ | ✅ |
Sentiment-Analysis |
A common natural language processing task of performing short-text sentiment analysis using a pre-trained Tensorflow net, or alternatively a language corpus | Amazon, Google | 200 5000 10000 15000 20000 |
✅ | ✅ |
Image-Recognition |
An optical Quality Assurance (QA) workflow using OpenCV or alternatively AWS Rekognition and Message Queues | Amazon, Google | 200 400 |
✅ | - |