ML Image Classifier
AdvancedAn image classification service that trains a convolutional model, serves predictions via an API, and exposes a web upload UI.
Required Skills
PythonDeep learningModel trainingREST APIs
Estimated Time
2-3 weeks
Tech Stack
PythonPyTorchFastAPIDockerReact
Learning Outcomes
- Train and evaluate a CNN on an image dataset
- Serve a model behind a prediction API
- Package an ML service with Docker
Tags
ml-engineerai-engineerdata-scientistpythonadvanced