Jun 8
Week 2 of #GSoC26 with @aossie_org ;)
┬ Face Quality Gate for Detection & Clustering
├─ New quality filtering layer before clustering
├─ Evaluates detected faces based on:
│ ├─ Confidence score
│ ├─ Blur level
│ └─ Face area size
├─ Filters out low-quality detections
└─ Alerts skipped faces while re-clustering.
┬ Implemented Adaptive DBSCAN Clustering
├─ Dynamic DBSCAN eps parameter estimation.
└─ Clustering behavior now adapts to:
├─ Dataset size
├─ Distribution
└─ Instead of relying on a fixed value.
(This solves the popularly know "Global vs Local Density" problem)
─ Closed/merged 7 PRs.
Contributions, feedback, and ideas are always welcome!
Link to repository: github.com/AOSSIE-Org/PictoP…
#GSoC #OpenSource #OSS #AI #MachineLearning #ComputerVision #PictoPy #AOSSIE #OpenToContribute
cc/ @GoogleOSS
May 1
Got into Google Summer of Code 2026 with @aossie_org 🎉
I’ll be continuing my work on PictoPy this summer. Expanding AI-driven features like visual semantic intelligence, smart memories, and more.
A special thanks to @RahulHarpal91 for the constant guidance, and to @Zahnentferner and @RiturajBasak for entrusting me with this incredible opportunity.
Check out the repository here: github.com/AOSSIE-Org/PictoP…
Visit my idea's synopsis: summerofcode.withgoogle.com/…
#GSoC #GoogleSummerOfCode #OpenSource #AOSSIE #PictoPy
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22 Jul 2025
👋 Hey devs!
I’m Sandeep — Full Stack Dev (MERN, Next.js, FastAPI, LangChain).
Looking to contribute to open-source or side projects (frontend/backend/AI).
Got something cool? Let’s connect 💬
#OpenToContribute #FullStackDev #buildinpublic #webdev #AI
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