hawk-eye

An Application to detect Ground-Based targets.

Structure

• configs - different configuration files for model training.

• core - a shared library accross different applications.

• data_generation - scripts for genertion datasets.

• inference - code for performing inference.

• train - scripts related to training models.

Setup

• Setup

Core

• hawk_eye.core.asset_manager
  • Overview
  • Module
• hawk_eye.core.classifier
  • Overview
  • Module
• hawk_eye.core.detector
  • Overview
  • Module

Data Generation

• Overview
  • Future Work
• hawk_eye.data_generation.create_clf_data
• hawk_eye.data_generation.create_detection_data
• Real Image Datasets
  • Creating a Real Image Dataset
  • hawk_eye.data_generation.process_labels
  • hawk_eye.data_generation.slice_image

Training

• Training
  • Structure
  • Examples
  • Fine Tuning

Inference

• Overview
  • Future Work
• hawk_eye.inference.benchmark_inference
  • Example
• hawk_eye.inference.find_targets
• hawk_eye.inference.inference_types
• hawk_eye.inference.production_models

Distribution

• Distribution

Google Cloud Storage

• Google Cloud Structure

Testing

• Tests
  • Testing Style
  • Debugging

Indices and tables

• Index

• Module Index

• Search Page