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tianma2000's Projects

efficient-compact-fire-detection-cnn icon efficient-compact-fire-detection-cnn

Real-time fire detection in image/video/webcam using a convolutional neural network (deep learning) - from our ICMLA 2020 paper (Thomson / Bhowmik / Breckon)

fire-and-gun-detection icon fire-and-gun-detection

Fire and Gun detection using yolov3 in videos as well as images. Training code, dataset and trained weight file available.

fire-detection-without-lamp icon fire-detection-without-lamp

使用知识推理方法抑制火灾检测中灯光干扰(Using knowledge inference to suppress the lamp disturbance for fire detection). YOLO, Googlenet Inception.

firedetectionoptimalcolorspace icon firedetectionoptimalcolorspace

In this project, we have impleted a lightweight fire detection by transforming it to an optimal colorspace. The method detects fire at very early stages with less memory utilization.

forestfiredetection icon forestfiredetection

Comprehensive Analysis of Forest Fire Detection using Deep Learning Models and Conventional Machine Learning Algorithms

workflow icon workflow

C++ Parallel Computing and Asynchronous Networking Engine

yolor icon yolor

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)

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