To-Do List

Modeling

• Visualization (e.g tensorboard)
• data
• models
• results
• Hyperparameters Tuning
• Data Augmentation
• Code Optimization
• Optional: DeepSORT

Running

• Define the ROI (Region of Interest) Detection
• __init__.py
• setup.py
• test_sample.py (pytest)

Extra

• Optional: Documentation
• Docstrings
• Optional: Segmentation
• Flask UI (Admin/Client)
• Face Recognition search (Image search)
• Text Prompt to Inference
• Optional: Build data lake (database)
• Optional: Command-Line Arguments
• requirements.txt
• LICENSE
• .gitignore
• .gitattributes
• Docker Integration

Links

• https://www.conventionalcommits.org/en/v1.0.0/
• http://dlib.net/
• https://pythonframeworks.com/