laboratory.qoves.comRacially Diverse A.I. | QOVES Laboratory

Hit enter to search or ESC to closeQOVES Laboratory Menu Projects Image In Progress Facial Analysis Tool A.I. scans the face for 48 facial parameters, concerns and skin types. Glow By QOVES Optimized dietary supplements using State-Of-The-Art research. Skinstric Skincare Highly customized skincare using A.I. analysis. Completed QOVES Discord Bot Python bot that can retrieve, parse and summarize scientific articles Human GAN Project Using A.I. to generate realistic human faces for data training. twitter youtube instagram Menu Building Inclusive Transparent Explainable Accurate Robust AI Our company ethos revolves around increasing diversity and representation for POC and there is no greater under-represented sector than machine learning and AI Dataset Augmentation Publicly available datasets are heavily Caucasian biased in their weighting of ethnicities and facial diversity. Facial Biometrics Common facial biometric applications are poorly trained for darker skin tones, features and low contrast scenarios. ” Melanoma is most common in white skin. Black people are less likely to get it, but they are more likely to die from it. Poppy Noor, The Guardian, New York Why Racial & Sex Fairness Matters In Machine Learning AI Is Used To… Conduct demographic surveys of racial groups for census counts (1) Measure racial diversity in geographic regions and how racial groups interact amongst each other (2) Analyse facial traits for facial recognition and biometrics (3) Facial recognition is poor at guessing age in people of colour (4) Facial recognition struggles with diversity in racial groups, especially in terms of headwear (veils, hijabs), facial hair (moustaches, beards) and facial ornaments such as glasses Facial recognition tools produce higher false positives for African and East Asian faces compared to Caucasian (6) Enforce the law through photo matching CCTV to facial databases High false positives can lead to the wrong person being convicted (7) How Biased AI Creates A Feedback Loop Project Pipeline 2019 - 2020 Cosmetic Concern Tool V1.2 2019 - 2022 Racial Fairness Dataset V1.54 2020 - 2021 Cephalograph Marker V1.0 2020 - 2022 Skincare Assessment Tool V2.0 2021-2022 Human Face GAN Project Our AI Goals Improve Racial Parity & Fairness In AI Did you know that only 20% of faces in datasets are black? We tested this for ourselves using StyleGAN to find that… See the results for yourself here. 01 Increase Low Contrast & Low Light Detection In Computer Vision Darker skinned users are often neglected by facial recognition algorithms as the barrier between their skin and low light backgrounds become difficult for the AI to detect. We aim to improve this through a number of image processing techniques in our products. 02 Improve Transparency & Explainability In Predictions AI predictions are only as useful as they are explainable. Transparent and explainable AI predictions are more likely to be trusted and be adopted into mainstream use. One of our key challenges is translating technical data science into user friendly outputs. 03 1 2 / 2 QOVES Skincare QOVES Skincare It’s possible to train a machine to diagnose characteristics of the face and skin using a series of dermatological classifiers like the Fitzpatrick scale to find a much better fit for skincare products like sunscreens. The Human GAN Project Can you tell which face is real and which is fake? It’s hard to get usable pictures of say... Inuit people, or Pima Americans... for a truly fair facial dataset. Instead, we’re building our own faces of every race and ethnicity using Neural Networks for researchers to use. November 2022 Convolutional Neural Network 7 Dermatological Consultants 100,000 Training Images 212 Facial Metrics P r o j e c t D e t a i l s September 2022 Generative Adversarial Network 3 Anthropological Consultants 1,200,000 Generated Images 32 Racial Groups P r o j e c t D e t a i l s twitter youtube instagram © 2024 QOVES Laboratory.Projects Image In Progress Facial Analysis Tool A.I. scans the face for 48 facial parameters, concerns and skin types. Glow By QOVES Optimized dietary supplements using State-Of-The-Art research. Skinstric Skincare Highly customized skincare using A.I. analysis. Completed QOVES Discord Bot Python bot that can retrieve, parse and summarize scientific articles Human GAN Project Using A.I. to generate realistic human faces for data training. QOVES Laboratory QOVES Studio QOVES Agency QOVES Skincare QOVES Aesthetic 82 Bathurst Street, Liverpool Sydney, Australia 102 Kent St, Sydney, Australia T: (02) 8729 2288 E:...