An extension to Yahoo's open NSFW model. NSFW model is suitable to classify pornographic/nude images. This project is to add one more layer to NSFW model and classify semi-nude images. To do this skin area exposed in image is used.
Steps to run semi-nude classifier
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Git clone the semi_nude_detection repo
git clone https://github.com/SourabhJaz/semi_nude_detection.git -
Get docker image of caffe_cv2
docker pull sourabhjaz/caffe_cv2 -
Go to semi_nude_detection folder
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Run the following command to test:
docker run --volume=$(pwd):/workspace sourabhjaz/caffe_cv2:latest python ./classify_nsfw.py --model_def nsfw_model/deploy.prototxt --pretrained_model nsfw_model/resnet_50_1by2_nsfw.caffemodel YOUR_IMAGE_NAME.JPG
Replace YOUR_IMAGE_NAME.JPG with the image you want to test.