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mchengny / RWF2000-Video-Database-for-Violence-Detection

A large scale video database for violence detection, which has 2,000 video clips containing violent or non-violent behaviours.
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Model requirments #9

Closed ayanasser closed 3 years ago

ayanasser commented 3 years ago

Hello, Thank you for your effort, I have used your keras model but i am facing some problems that related to cuda and cudnn so could u give me the versions of the following packages ? TF Keras Cuda CuDnn

and could u have evaluation metric that describe that model accuracy or anything

mchengny commented 3 years ago

Hello, Thank you for your effort, I have used your keras model but i am facing some problems that related to cuda and cudnn so could u give me the versions of the following packages ? TF Keras Cuda CuDnn

and could u have evaluation metric that describe that model accuracy or anything

Hi, FYR:https: //github.com/mchengny/RWF2000-Video-Database-for-Violence-Detection/issues/6

ayanasser commented 3 years ago

@mchengny okai, i ran it successfully and i will post the requirements i got, but i have another question, this is the output i got pred= [[0.76591665 0.23408334]] Dose the pred[0] is the violence indication or not ?

ayanasser commented 3 years ago

The requirements i got are: cuda:10.0-cudnn7 Keras (2.3.1) tensorflow-gpu (1.13.1)

mchengny commented 3 years ago

The requirements i got are: cuda:10.0-cudnn7 Keras (2.3.1) tensorflow-gpu (1.13.1)

Hi，Thanks for your efforts that others can get a reference.

mchengny commented 3 years ago

@mchengny okai, i ran it successfully and i will post the requirements i got, but i have another question, this is the output i got pred= [[0.76591665 0.23408334]] Dose the pred[0] is the violence indication or not ?

HI, you could check the printed information after initializing the data generator. If "violent" is assigned to class 0, then pred[0] means "violent". Otherwise, pred[0] means "non-violent".

gezhaoDL commented 3 years ago

我用的tensorflow镜像，tensorflow/tensorflow:1.13.1-gpu-py3，keras安装的2.3.1，但是执行到model = load_model('./Models/keras_model.h5')时候报错Segmentation fault (core dumped) 请问可能是什么原因？

baigang666 commented 2 years ago

HI, you could check the printed information after initializing the data generator. If "violent" is assigned to class 0, then pred[0] means "violent". Otherwise, pred[0] means "non-violent"

我没有理解您说的。我现在使用的是预训练模型，我从那里确认pred[0]代表“暴力”，还是代表“非暴力” 谢谢