Insightface Specialist for Video Facial Recognition
Budget: £20 – £250 GBP
I'm in need of an expert in Insightface and facial recognition in videos. My vision for this project is:
- Implementing facial recognition in videos using Insightface. You should have profound knowledge of this technology and the ability to put it into action.
- Video analysis, to not only recognize facial features but also understand patterns, detect and track face in video frames.
- On top of facial recognition, we'll be extending the project to accomplish landmark detection as well as age and gender estimation, aiming to leverage these features for further analyses.
using insightface write a complete code in python which does the following, 1) scans all frames in video located in 'C:\\Users\\User\\Pictures\\video.mp4', 2) finds all unique faces within video, 3) displays all unique faces on thumbnails which can be selected, 4) user selects the thumbnails as ref images, 5) code then processes and finds all matching faces in the video, 6) copies matched frames into a new folder and finally add a progress bar showing all the status of all the steps 7) copies to another folder of cropped matched faces with blackground maintaining the position of the face within the frame.
Additional controls will be needed on sensitivity of face detection and must cater for multiple people within frame.
Overall, the main goal is to carry out these tasks for post-processing purposes.
The ideal candidate for this job will have substantial experience in facial recognition, specifically in videos, and should be well-versed with Insightface, video analytics, landmark detection, and age and gender estimation. If you've worked on similar projects before, this would be an advantage. I'm looking forward to collaboration and successful implementation of this project.
- Implementing facial recognition in videos using Insightface. You should have profound knowledge of this technology and the ability to put it into action.
- Video analysis, to not only recognize facial features but also understand patterns, detect and track face in video frames.
- On top of facial recognition, we'll be extending the project to accomplish landmark detection as well as age and gender estimation, aiming to leverage these features for further analyses.
using insightface write a complete code in python which does the following, 1) scans all frames in video located in 'C:\\Users\\User\\Pictures\\video.mp4', 2) finds all unique faces within video, 3) displays all unique faces on thumbnails which can be selected, 4) user selects the thumbnails as ref images, 5) code then processes and finds all matching faces in the video, 6) copies matched frames into a new folder and finally add a progress bar showing all the status of all the steps 7) copies to another folder of cropped matched faces with blackground maintaining the position of the face within the frame.
Additional controls will be needed on sensitivity of face detection and must cater for multiple people within frame.
Overall, the main goal is to carry out these tasks for post-processing purposes.
The ideal candidate for this job will have substantial experience in facial recognition, specifically in videos, and should be well-versed with Insightface, video analytics, landmark detection, and age and gender estimation. If you've worked on similar projects before, this would be an advantage. I'm looking forward to collaboration and successful implementation of this project.