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

PictoPy went to production and components which worked in dev mode broke instantly 😭💔😔😔😭😔

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

The first official teaser for PictoPy - an intelligent, AI-powered photo management platform is out now on the @aossie_org YT channel ! my very first YouTube video contribution for the org, which makes it extra special. Check it out & show some love ❤️ youtu.be/RWp-9xT9jow?si=4Hxq…

Today's Dev Logs👇 My open-source journey ✔️Contributed to Microsoft VS Code today opened a PR ✔️Also Contributed to - OWASP Juice Shop & Pictopy Interview prep mode on: ✔️Solved 2 hard marked DSA prob. ✔️Practiced advanced SQL queries ✔️Revised core sub #OpenSource #Coding

As said earlier, here is the project update: youtube.com/watch?v=8mgXXvdW… Watch at 1.5x 😅 TLDR: >Most of the backend changes of PictoPy are completed, and we will be beginning with frontend work. > The UI design is ready; you can see the repo regularly for UI issues to work on.