Product Overview: Chooch
Chooch is a cutting-edge, artificial intelligence-driven computer vision platform designed to empower enterprises with advanced image and video analytics. This platform is engineered to streamline the entire visual AI lifecycle, from dataset generation and model training to edge device deployment and real-time analytics.
Key Capabilities
- Visual AI Lifecycle Management: Chooch provides comprehensive control over the visual AI lifecycle, including dataset generation, annotation and labeling, model training and testing, and edge AI device creation and management. Users can generate datasets from raw video, CAD files, or existing COCO JSON datasets, and utilize features like Smart Annotation and Data Augmentation to rapidly create and modify datasets.
- Model Training and Deployment: The platform allows users to train models quickly and accurately, with the ability to select and combine annotated datasets. Model training generates an F1 score to measure accuracy, and users can retrain models to achieve the desired accuracy threshold. Models can be created within the Chooch AI Vision Studio, imported from external sources, or exported as needed.
- Edge Processing and Inferencing: Chooch supports edge processing on various hardware configurations, including Intel CPUs and NVIDIA GPUs. This enables real-time inferencing in disconnected environments, capturing insights every 16 to 20 milliseconds. The platform can handle multiple camera streams and models simultaneously, depending on the hardware used.
- Advanced Analytics and Inference Engine: The Chooch inference engine is the core of the AI software, capable of detecting, recognizing, geolocating, and reporting all objects within a frame. It merges various detection capabilities, including image, object, face, text, action, anomaly, and change detection. The engine also supports In-Object detection for detailed analysis and generates a “Dense Classification” that understands the collective relationship of objects within a frame.
- User-Friendly Interface: Chooch is designed to be accessible to non-technical users, requiring no coding to operate. The user-friendly dashboard allows anyone to create and deploy accurate analytic models in less than an hour of training.
- Security and Deployment Flexibility: The platform offers both cloud and self-hosted (on-premises) solutions, catering to customers with stringent data security requirements. The on-premises solution is designed for air-gapped environments, reducing the risk of data spillage, latency, or data stream interruption.
- Federated Edge Networks: Chooch’s federated edge network allows edge processors to connect to a master cloud-based account, enabling remote deployment and management of analytic models. This feature supports processing across various domains, including satellite imagery, local 5G networks, and multi-domain networks of sensors.
Key Benefits
- Rapid Deployment and Time to Value: Chooch significantly reduces the time required for AI model training and deployment, from months to minutes, making it one of the fastest computer vision platforms available.
- Comprehensive Data Analysis: The platform analyzes vast amounts of visual data quickly and accurately, providing insights that drive better-informed business decisions and predictive models.
- Enhanced Accuracy and Efficiency: Chooch automates object, facial, and text detection and recognition, geolocation, timing, and reporting, reducing human error and operator fatigue while enabling more accurate decisions in real-time.
In summary, Chooch is a powerful computer vision platform that simplifies the deployment of AI across various industries, including retail, manufacturing, and healthcare. Its robust features, user-friendly interface, and flexible deployment options make it an indispensable tool for enterprises seeking to derive valuable insights from visual data.