Deeva: Object Detection Statistics and Visualization Metadata

Deeva provides analytics and visualization metadata for object detection datasets, developed by vbyan and last updated in November 2024. It generates statistical insights and interactive Plotly visualizations for machine learning data using a Streamlit-based interface.

Use Cases

• Analyzing label frequency distributions using the statistics module
• Visualizing spatial distribution of bounding boxes via Plotly integration
• Monitoring dataset health and class balance through Streamlit dashboards

Strengths

• Apache-2.0 licensed for open-source use
• Streamlit-compatible for rapid interactive visualization
• Uses Plotly for detailed statistical charting

Limitations

• Missing concrete record counts or row samples in the repository documentation
• Primary focus is on tool-based analytics rather than raw data collection
• Undefined column schema for input data

Provenance

Source

GitHub repository vbyan/Deeva

Freshness

Last updated November 2024; update frequency is not specified.