Deliver Superior AI-Powered Video Analytics Solutions Faster

Supercharges Video Analytics Solutions with Outstanding Inference Performance

The Challenge

AI-powered video analytics development and deployment effort.

Migrate Workloads from Cloud to Edge

Eliminate inference cloud compute cost and avoid data privacy issues by running your models directly on edge devices.

Achieve Real-Time Inference on Edge Devices

Improve latency and throughput and reduce model size by up to 5X while maintaining the model’s accuracy.

Process More Video Streams on Less Devices

Maximize hardware utilization and cost-efficiently scale your solution at the Edge.

See It in Action

Watch a compilation of clips demonstrating how you can use Deci in a variety of video analytics use cases.

Get Similar Results for Your Specific Use Case

Enabling a New Security Application

A defense company needed to process high resolution
images for an object detection and tracking task on an
NVIDIA Jetson Xavier NX device. In order for the system to
become operational, the customer they needed to run in a
10 watt mode and achieve a throughput of 10 frames per
second.

Using Deci’s AutoNAC engine, the customer was able to
increase throughput by 3.1X, and run smooth object
tracking, and unlock a new security application.

Scaling Up AI-based Security Camera Solution

A security company’s goal was to maximize the efficiency of their existing infrastructure by increasing the number of live video streams that can be processed in real-time on their NVIDIA Jetson Xavier NX hardware.

However, after increasing the number of video streams to be processed, their object detection model (YOLOX) did not achieve the required level of throughput (192 frames per seconds, inference batch of 8) for the solution to be viable.

By using Deci’s AutoNAC engine, the customer built an architecture that delivered 1.7X acceleration reaching a throughput of 192 frames per seconds, while also improving the accuracy by 1% mAP. This allowed the customer to double the number of video streams from 4 to 8, increasing the scalability and profitability of their video analytics solution.

"Our advanced text to videos solution is powered by proprietary and complex generative AI algorithms. Deci allows us to reduce our cloud computing cost and improve our user experience with faster time to video by accelerating our models’ inference performance and maximizing GPU utilization on the cloud.”

Lior Hakim, Co-Founder & CTO
Hour One

Application Showcase

Deci is used by AI-powered video analytics solution providers to develop and optimize a wide range of applications. Here are some examples.

Smart Cities

Security

Industrial and Manufacturing

Retail and Logistics

Agriculture

Robotics

Build Better Models Faster with Deci’s Deep Learning Development Platform

Main Capabilities Overview

The Deci platform is used by data scientists and machine learning engineers to build, optimize, and deploy highly accurate and efficient models to production. Teams can easily develop production grade models and gain unparalleled accuracy and speed tailored for any performance targets and hardware environment. Deci is powered by AutoNAC (Automated Neural Architecture Construction), the most advanced and commercially scalable Neural Architecture Search engine in the market. AutoNAC performs a multi-constraints search to find the architecture that delivers the highest accuracy for any performance targets and hardware environment.

Gain Superior Performance with Custom Architectures

Build accurate & efficient architectures tailored to your hardware and application’s performance targets with Deci’s Neural Architecture Search engine.

Simplify Runtime Optimization

Easily compile and quantize your models (FP16/INT8) and evaluate different production settings with a click of a button.

Maximize Accuracy with Advanced Training Techniques

Train models with SuperGradients. Leverage custom recipes and advanced training techniques (e.g. knowledge distillation, quantization-aware training) with one line of code.

Streamline Deployment with 3 Lines of Code

Deploy your models with Infery, Deci’s simple-to-use, unified, model inference API. Streamline deployment and boost serving performance with parallelism and concurrent execution. Compatible with multiple frameworks and hardware.