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AI partner delivering production-grade AI systems with measurable ROI Machine learning and deep learning training programs are also right up our alley.
🚀 Great news for 3D gaussian splatting developers interested in custom modifications on forward/backward kernels with a minimal starting point, and teams ready to fully embrace open-source solutions in their workflows!
If you are utilizing 3D reconstructions with Gaussian splatting in your project, we’ve developed a solution tailored just for you!
What are the features?
🔹 Minimalistic design
Our rasterizer features a streamlined codebase, focusing solely on the essence to ensure simplicity and efficiency.
🔹 Easy integration
Seamlessly switch to our implementation using the same interfaces as the vanilla version. This makes integration and testing straightforward, allowing you to maintain full functionality with ease.
🔹 Optimized performance
Powered by our own fast CUDA kernels for both forward and backward operations, our rasterizer delivers exceptional speed without compromising on performance.
🔹 End-to-end environment example
Whether you're starting a project from scratch or enhancing an existing setup, check out our integration with Gaussian Splatting Lightning in this example: https://github.com/deepsense-ai/ds-splat?tab=readme-ov-file
🔹 Open-source
Transition entirely to open-source with our commercially friendly Apache 2.0 licensed code, ensuring flexibility and freedom for your projects.
🔗 Dive into our code on Github: https://github.com/deepsense-ai/ds-splat
Give it a try, and share your feedback with us!
22/08/2024
🐻 Polars may be vulnerable in the wild, but not in the world! The Polars DataFrame library, a fresh competitor, is rapidly gaining popularity and challenging the old and infirm king, Pandas. 🐼
Built with Rust and Python, Polars has quickly proven itself with powerful features like out-of-core processing, parallelism, and zero-copy data exchange. With its 1.0 release in July 2024, Polars offers top-tier performance and a developer-friendly API reminiscent of PySpark, a comprehensive set of nullable data types, and a wealth of I/O connectors.
Expect a unique webinar experience that matches the cutting-edge content—as you can see from the screenshot. It's a good thing we have Jakub Cierocki as our Senior Machine Learning Engineer, not a graphic designer. 🤡
Don’t miss this chance to explore why Polars might just be the future of data manipulation in Python:
👉 https://www.youtube.com/watch?v=8oMx-DD0tfk&utm_source=facebook&utm_medium=social&utm_campaign=deeptalk
07/08/2024
Are your LLMs acting up with hallucinations, data leaks, or off-target responses?
Join our Senior ML Engineer, Alan Konarski, in an insightful talk about fixing these common headaches with a few steps:
🌟 Why monitoring matters?
📊 Which numbers really matter when it comes to making your LLMs sing?
🛠️ Get the scoop on the best monitoring stack to keep your LLM applications in check
Check out the full video and let us know what you think.
🔗 Watch now on YouTube: https://www.youtube.com/watch?v=oWAgaMjo3Do&utm_source=facebook&utm_medium=social&utm_campaign=post
31/07/2024
We had the privilege of sitting down with Burkhard Boeckem, CTO of Hexagon AB, for an insightful and engaging discussion. Here's a sneak peek into the key topics of the conversation:
💠 STRATEGY
AI development strategy and focus of enterprises in terms of AI.
Hexagon’s strategy in balancing organic innovation with strategic acquisitions to enhance their AI capabilities.
💠 PRODUCT DESIGN
How AI enhances user-centric product design.
💠 DATA AND ANALYTICS
How Hexagon leverages AI to process vast amounts of data from industrial sensors, enabling real-time analysis and smart digital realities.
💠 AI DEVELOPMENT STRUCTURE
Insights into Hexagon’s internal AI development structure, comparing the roles of business divisions and a central AI hub.
The potential changes AI will bring to the workforce and the importance of preparing employees for new skill requirements.
💠 FUTURE INNOVATIONS
AI innovations on the horizon, especially those poised to transform Hexagon's offerings and expand the industrial metaverse.
Don't miss out on this opportunity to explore the future of AI with one of the industry's leading voices. Watch the full interview hosted by Michal Tadeusiak and Jan Kanty Milczek for more in-depth insights and inspiring discussions!
🔗 https://www.youtube.com/watch?v=KyFekiNQszk&utm_source=facebook&utm_medium=social&utm_campaign=video
19/07/2024
🚚 🚛 🚒 Struggling with limited computing power in your data science and machine learning projects? We reveal practical strategies to optimize your resources and enhance productivity.
Leverage tools like SLURM, network FS, and LMOD for a smoother workflow. Don’t let limited resources slow you down!
📖 Read the full article: https://deepsense.ai/optimizing-computational-resources-for-machine-learning-and-data-science-projects-a-practical-approach/?utm_source=facebook&utm_medium=social&utm_campaign=blog
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