Mosquito Breeding Sites Detector V2

Pipeline of process

Directory Structure

+ Mosquito_Breeding_Sites_Detector_V2
	+ data
		+ breeding-sites
			- krabi-detection.geojson
		+ GSV
			+ Bangkok
			+ ...
	+ object_detection
		- 1_object_detection_runner.ipynb
		- 2_NMS_and_visualize_bndbox.ipynb
		- 3_JSONs_to_GeoJSON.ipynb
	+ src
		- Merge-breeding-sites.ipynb
	- LICENSE
	- README.md

Instalation

Prerequisite

• Python 3.5
• GPU card with CUDA Compute Capability 3.0 or higher NVIDIA's documentation
• Install CUDA Toolkit 8.0
• Download cuDNN v6.0
• Install TensorFlow with GPU

Getting Started

Results

Built With

• TensorFlow - Image Recognition
• Overpass API - Road/Street Geojson
• Google Map API - Street View Image and Visualization