Name: Context-Aware Vision Systems Using Knowledge Graphs
Start: 2025-11-25T15:00:00Z
End: 2025-11-25T16:00:00Z

[❄️](https://winterfest2025.datasciencefestival.com/?utm_source=social&utm_medium=meetup&utm_campaign=winterfest) **[DSF WinterFest 2025: Global Online Summit](https://winterfest2025.datasciencefestival.com/?utm_source=social&utm_medium=meetup&utm_campaign=winterfest)** [❄️](https://winterfest2025.datasciencefestival.com/?utm_source=social&utm_medium=meetup&utm_campaign=winterfest)

Join the global data celebration!

**Monday 24th to Friday 28th November 2025**
**Online \| 2\-3 sessions per day \| Theme: Innovating with Data**

DSF WinterFest is back, and this year, it’s going global! Join our 50,000-strong community for a week of world-class talks, tutorials, and panels exploring how data, AI, and analytics are reshaping the world. Expect inspiring content, expert insights, and the cosy, welcoming DSF atmosphere we are known for, all from the comfort of your own space!

**Why join?**
🌍 A global stage with speakers and attendees from every corner of the world
🎟️ One ticket for the full week. Register once and access every session
💻 Easy access from anywhere. Join live or catch replays in your own time
☕ Cosy community vibe. No travel, no stress, just data and connection

[➡️](https://winterfest2025.datasciencefestival.com/?utm_source=social&utm_medium=meetup&utm_campaign=winterfest) **[REGISTER HERE FOR FREE!](https://winterfest2025.datasciencefestival.com/?utm_source=social&utm_medium=meetup&utm_campaign=winterfest)** [⬅️](https://winterfest2025.datasciencefestival.com/?utm_source=social&utm_medium=meetup&utm_campaign=winterfest)

🎟️ **Tickets:**

Choose your experience and secure your spot today:
**Free Pass** \- Watch live and enjoy replays until 30 November 2025
**Upgrade at Checkout** \- Get extended replay access until May 2026

Register on our website to receive your joining links, add sessions to your calendar, and tune in live from anywhere in the world.

**Please note:** Clicking “Attend” on Meetup does not register you for this summit. You must register via our website to receive your links.

🎁 **Competition:**

We’re spreading festive cheer! One lucky attendee will win a £300 Amazon gift voucher (or equivalent in your currency). Find out more [here](https://datasciencefestival.com/dsf-winterfest-global-online-summit-competition/).

❄️❄️❄️

**Session details:**

💡 Context-Aware Vision Systems Using Knowledge Graphs
🗓️ **Tuesday 25th November**
⏰ **15:00 PM GMT**
🗣️ Niyati P, Software, ML Lead

Traditional computer vision systems often rely solely on pixel-level features and deep learning to interpret images, limiting their ability to understand complex scenes or generalize across contexts. This talk introduces a new paradigm: context-aware vision systems powered by knowledge graphs. By embedding structured semantic knowledge into vision pipelines, machines can infer not just what is seen, but why it matters. We explore how knowledge graphs provide contextual cues—such as object relationships, scene hierarchies, and domain-specific constraints—that enhance visual perception and reasoning. From improving object recognition in ambiguous environments to enabling semantic scene parsing and zero-shot learning, this approach bridges the gap between raw visual data and high-level cognition. The session will highlight recent breakthroughs, implementation strategies using Graph Neural Networks (GNNs), and applications in domains like autonomous driving, medical imaging, and industrial robotics. Attendees will leave with insights on designing vision systems that not only see—but understand.

[➡️](https://winterfest2025.datasciencefestival.com/?utm_source=social&utm_medium=meetup&utm_campaign=winterfest) **[REGISTER HERE FOR FREE!](https://winterfest2025.datasciencefestival.com/?utm_source=social&utm_medium=meetup&utm_campaign=winterfest)** [⬅️](https://winterfest2025.datasciencefestival.com/?utm_source=social&utm_medium=meetup&utm_campaign=winterfest)

❄️❄️❄️

🔗 **How to join:**

Once registered, you’ll receive your unique joining link by email, plus handy reminders one week, one day, and one hour before each session. Don't forget to add the sessions you are attending to your calendar. If you can’t make it live, don’t worry, your ticket includes replay access until 30 November 2025 (or May 2026 with the upgrade).

📘 **Reminders:**

**Time zones:** All sessions are listed in GMT - please check your local time when registering.

**Recordings:** Access replays until 30 November 2025 with a free pass, or until May 2026 with an upgraded ticket

**Please note:** Clicking “Attend” on Meetup does not register you for this summit. You must register via our website to receive your links.

[➡️](https://winterfest2025.datasciencefestival.com/?utm_source=social&utm_medium=meetup&utm_campaign=winterfest) **[REGISTER HERE FOR FREE!](https://winterfest2025.datasciencefestival.com/?utm_source=social&utm_medium=meetup&utm_campaign=winterfest)** [⬅️](https://winterfest2025.datasciencefestival.com/?utm_source=social&utm_medium=meetup&utm_campaign=winterfest)

Join the Celebration ❄️ Five days. Global speakers. Cutting-edge insights. Free to join live - replays included. Upgrade for extended access. Register now and be part of the global data community shaping the future. #DSFWinterFest

Maddie Sinclair

Data Science Festival - Dublin

Technology

Artificial Intelligence

Open Source

Python

Business Intelligence

Hadoop

Big Data

Machine Learning

Data Analytics

Data Visualization

Data Mining

Data Science

Deep Learning

Data Science using R

Mayur Mane

Shivtej Patil

Boun

Yocsel Mendoza

gosia

Emma

Sumit Tripathi

Context-Aware Vision Systems Using Knowledge Graphs

Online event

Share

Data Science Festival - Dublin

Context-Aware Vision Systems Using Knowledge Graphs

Data Science Festival - Dublin

Details

Members are also interested in