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realtimefire_detection's Introduction

Experimentally Defined Convolutional Neural Network Architecture Variants for Non-temporal Real-time Fire Detection

Tested using Python 3.4.6, TensorFlow 1.9.0, and OpenCV 3.3.1

(requires opencv extra modules - ximgproc module for superpixel segmentation)

Instructions to test pre-trained models:

$ git clone https://github.com/Kiesh/RealTimeFire_Detection.git
$ cd Realtime_Fire
$ sh ./download-models.sh
$ python fir_Detection.py videoplayback.mp4
 

Download model files from my Drive:
https://drive.google.com/open?id=1QZbajTf-Hvm4GmtqGpjeHkNdaGOku0sh

realtimefire_detection's People

Watchers

Manoj sisodia avatar

realtimefire_detection's Issues

re-train models

Hi , i am interested with your project and want to learn about how to re-train for another purpose (Smoke) , can you give me clue ?

i tried to train using fast-rcnn using tensorflow tutorial , able to get model.ckpt-xxxx copy to models/ but after i re-run python it came with error as below

2 root error(s) found.
(0) Not found: Key Conv2D/W not found in checkpoint
[[node save_2/RestoreV2 (defined at C:\Program Files\Python36\lib\site-packages\tflearn\helpers\trainer.py:155) ]]
[[save_2/RestoreV2/_9]]
(1) Not found: Key Conv2D/W not found in checkpoint
[[node save_2/RestoreV2 (defined at C:\Program Files\Python36\lib\site-packages\tflearn\helpers\trainer.py:155) ]]

tried everything but could not make it works , need your enlightment

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