Planning
Data collection
Data Analysis
Data Augmentation
Planning
Data collection
Data Analysis
Feature Engineering
Data Augmentation
Model selection
Model Training
Planning
Data collection
Data Analysis
Feature Engineering
Data Augmentation
Model selection
Model Training
Model Evaluation
HyperparameterFinetuning
Planning
Data collection
Data Analysis
Feature Engineering
Data Augmentation
Model selection
Model Training
Model Evaluation
HyperparameterFinetuning
Planning
Quality Assurance & deployment
Optimisations
Data
Optimisations
Image Resolution, Dataset Curation
Data
Optimisations
Model
Image Resolution, Dataset Curation
Model definition, hardware, Cloud
Data
Optimisations
Model
Deployment
Image Resolution, Dataset Curation
Model definition, hardware, Cloud
Model serving
Finished Product
(Video Demo)