Inspiration 💡
The bias of the facial recognition model is creating havoc, to remove this biasing we have created this model.
What it does 🤔
It provides us with automatic facial recognition, privacy, and anomaly detection.
How we built it ⚙️
We have built it in Python, and TensorFlow and launched the model on the website built at Wix.
Challenges we ran into 😤
We faced problems in finding the pointer for biasing, besides this we faced issues uploading Javascripts at the Wix Velo platform.
Accomplishments that we're proud of ✨
We were able to look for specific parameters and hypertune them according to look for the desired result that can decrease the biasing in the model.
What we learned 🙌
A lot of things, both summed up in technical & non-technical sides. We also gave our level best to make the UI/UX look solid which helped us learn more about different design-centric approaches! Not to mention, Stackoverflow was the gem for us while we're troubleshooting some complicated issues late-night.
What's next for SightNeX 🚀
We aim to improve the experience for low-spec users along with adding in-game transitions for a more beautiful experience!
Built With
- javascript
- ml5
- numpy
- p5
- python
- tensorflow
- tfjs
- wix
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