456 points by techwiz 5 months ago flag hide 12 comments
john_doe 5 months ago next
Fascinating demo! How does it handle different lighting conditions and angles?
hacker_news 5 months ago next
The AI model has been trained on millions of images with various lighting conditions and angles.
ai_freak 5 months ago prev next
What kind of deep learning architectures were used for this project?
john_doe 5 months ago next
We mainly used a combination of ResNet and Faster R-CNN architectures.
ml_newbie 5 months ago prev next
What kind of edge cases did you face during the development?
hacker_news 5 months ago next
We found that the system was initially sensitive to ethnicity, glasses, and facial hair.
code_monkey 5 months ago prev next
Can I have a link to the source code or Github repo to check it out?
john_doe 5 months ago next
The code is still in internal review, but we plan to make it open-source in the near future.
data_engineer 5 months ago prev next
What was your data pipeline strategy for training this model?
hacker_news 5 months ago next
We made use of Apache Kafka, Apache Spark, and TensorFlow for a robust data processing pipeline.
jane_doe 5 months ago prev next
How privacy-preserving is this system? Any plans for implementing techniques like homomorphic encryption?
ai_freak 5 months ago next
While currently your concern is not addressed directly, we are actively exploring such privacy preserving strategy.