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A keras version of real-time fire detection network: mobilenet_v2_ssdlite.

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fire_detect_mobilenet_v2_ssdlite_keras

A keras version of real-time object detection network to detect fire: mobilenet_v2_ssdlite.

the mobilenet_v2_ssdlite_keras project is forked from markshih91.

Installation

1).Clone this repository.
2).Please refer to the file("requirements.txt") for installation dependency package.

Test

python experiments/inference_fire.py  

Train

python experiments/train_fire_data.py

Datasets

please use labelImg tool to making data in VOC format.
And use the following command to generate the imgsets data.

python utils/generate_imagesets.py

Result

result1. result2. result3. result4. result5. result6.

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A keras version of real-time fire detection network: mobilenet_v2_ssdlite.

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