AI Pose Detection in Real-Time 🧘‍♀️

Today’s top AI Highlights:

1. AI Pose Detection with Unmatched Precision and Speed

2. OtterHD: A High-Resolution Multi-modality Model

3. Cohere’s Latest Embeddings Model Competes OpenAI’s

4. Figma’s AI Features for Enhanced Teamwork

& so much more!

Read time: 3 mins

Latest Developments 🌍

Huge Leap in AI Pose Estimation

Deci AI just introduced YOLO NAS Pose, an open-sourced YOLO-based architecture redefining state-of-the-art in pose detection. It uses the proprietary AutoNAC engine, ensuring a superior latency-accuracy balance that leaves YOLOv8 Pose in the dust.

Key Highlights: 

1. SOTA Performance: YOLO-NAS Pose offers superior accuracy-latency balance compared to YOLOv8 Pose with 38% lower latency and higher precision.

2. Deployment-friendly: YOLO-NAS-Pose performs simultaneous person detection and pose prediction in a single-pass image process along with simplified post-processing, enabling high speed and ease of deployment.

3. Seamless Integration: With its one-line export to ONNX and NVIDIA TensorRT, conversion into production frameworks is swift and smooth.

High-Resolution Multimodal Model 📷

Researchers introduce OtterHD-8B, a cutting-edge model specifically engineered to handle high-resolution visual inputs with unprecedented precision. This innovative model is highly adaptable to varying input resolutions and a unique approach to minute detail recognition.

Key Highlights:

1. OtterHD-8B breaks free from the constraints of fixed-size vision encoders, offering the flexibility to handle diverse input dimensions. This adaptability caters to a wide range of inference requirements, enhancing the model's versatility.

2. Researchers also released MagnifierBench, an evaluation framework focusing on the model's ability to discern intricate details and spatial relationships within high-resolution images. The results of comparative analyses showcase OtterHD-8B's exceptional performance in processing such inputs.

3. OtterHD-8B draws inspiration from the Fuyu-8B model's architectural simplicity, which effectively eliminates the need for separate high and low-resolution training phases. It also is the first open-source instruction-tuned LMM trained on inputs up to 1024x1024, further generalizing to even larger resolutions during inference.

Elevating Search Applications and Generative AI 🕵️‍♀️

Cohere introduces its latest embedding model Embed v3 designed to significantly enhance search applications and generative AI capabilities. This powerful model addresses critical challenges in data retrieval and generation, ensuring high-quality results even in noisy and complex datasets.

Key Highlights:

1. Embed v3 stands out with its ability to evaluate the quality of content within documents, going beyond traditional topic-based matching. This novel approach results in the ranking of high-quality documents at the top, providing invaluable support when dealing with diverse and information-rich datasets.

2. Overcoming the limitations of generative models, Cohere's solution integrates Retrieval-Augmented Generation (RAG) techniques. By harnessing embedding models to retrieve and augment information, it empowers generative models to provide comprehensive and insightful summaries, facilitating detailed follow-up inquiries.

3. Cohere's new Embed models, available in both English and multilingual versions with different dimensions, exhibit state-of-the-art performance across 90+ models. These models support over 100 languages, enabling efficient cross-language searches and applications for diverse linguistic contexts.

Tools of the Trade ⚒️

• FigJam + AI: Figma has integrated AI into its whiteboard for team collaboration, FigJam. It simplifies visual collaboration and problem-solving, with features like template generation, brainstorming session summarization, and sticky organization.

• Luna AI: Elevate your customer service with Luna AI, offering real-time, multilingual interactions, data collection, and 24/7 availability to improve business efficiency and customer engagement.

• Inspiq: It is an inclusive brainstorming tool for everyone from developers to writers, with new features and a user-friendly interface.

• YData: Enhance AI model performance with YData's data-centric AI platform for automated data quality profiling and synthetic data generation.

• Secureframe: Secureframe automates compliance, security, and risk management tasks with AI, streamlining processes to help businesses focus on growth and maintain data visibility.

Hot Takes 🔥

1. OpenAI just airdropped you everything you need to build Samantha from Her in an afternoon ~will depue

2. Expectation for Google Gemini is now ridiculously high. In contrast, all Meta needs to do to impress us is simply open-sourcing Llama-3. ~Jim Fan

Meme of the Day 🤡

That’s all for today!

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