Repository files navigation

A tool to blur faces or other regions in photos and videos 🕵️‍

1. auto_blur_image: Detects and blurs faces(or objects) in a given image automatically due to a Tensorflow model
2. auto_blur_video: Detects and blurs faces(or objects) in a given video due to a Tensorflow model
3. manual_blur_image: Blurs manually selected faces(or objects)

1. Clone or download this repo
2. Opensrc folder in CMD
3. Install required packages

   pip install -r requirements.txt

4. Run:

   python auto_blur_image.py --input_image<PATH_TO_INPUT_JPG_FILE> --output_image<PATH_TO_OUTPUT_JPG_FILE>  --model_path<PATH_TO_INPUT_PB_FILE> --threshold<THRESHOLD>

4. Run:

   python auto_blur_video.py --input_video<PATH_TO_INPUT_MP4_FILE> --output_video<PATH_TO_OUTPUT_MP4_FILE> --model_path<PATH_TO_INPUT_PB_FILE>  --threshold<THRESHOLD>

4. Run:

   python manual_blur_image.py --input_image<PATH_TO_INPUT_JPG_FILE> --output_image<PATH_TO_OUTPUT_JPG_FILE>

   • Select your ROI (Region of Interest)
   • PressEnter
   • PressQ to finishor any key to select another ROI

5. To see running options runfor all codes:

   python manual_blur_image.py --help

6. TADAA 🎉 It's done 🤗

Threshold = 0.4

Threshold = 0.4

I am using face detection model inface_model folder that can detects faces but codes are valid for any.pb object detection model.

• Face Detection Model
• Original Video of Imitation Game Trailer

• 📍 TensorFlow Object Detection: check out this repo in case that you want to use the core code for other purpose

Find me onLinkedIn and feel free to mail me,Asmaa 🦋