Chooch AI Platform Overview

Dashboard

The Chooch dashboard helps users navigate through the platform quickly and easily by providing access to all of the most important features such as latest updates, help guides, and how to videos in a single view.

Files

Files allow users to test images and videos to see what detections are being generated. Upload any image or video to start testing the system.

Public Models

Users have the ability to access Chooch’s large number of pre-trained AI models allowing users to quickly apply these models for deployment.

Object Models

Object models provide functionality to analyze objects, actions, or behaviors in camera streams, images, or videos

Image Models

Image models provide functionality to analyze elements within an image to discern overall context.

Face Models

Face models provide functionality to detect trained persons of interest for safety, security, access control, and other such pertinent use cases. Users upload at least 5 images to generate a unique facial model per person.

Datasets

Datasets are sets of images, videos and CAD files used to create models within the platform, users can upload multiple data for annotation and labeling, or upload a previously generated dataset.

Creating a Dataset

Creating a Dataset within the corresponding interface of the Chooch Platform. This is where create a Dataset where we will upload images, videos, and conduct others actions in other videos as part of Dataset management. You will learn how the interface works, connects together, and where to go as part of functions in the interface.

Image Annotation

Image Annotation within a Dataset. Users will upload images and annotate them as part of Dataset management. You will learn how the interface works, connects together, and where to go as part of functions in the interface.

Video Annotation

Video Annotation within a Dataset. Users will upload a video and then extract frames for image annotate them as part of Dataset management. You will learn how the interface works, connects together, and where to go as part of functions in the interface.

2D/3D Synthetic Generation

2D Synthetic Generation tools can help generate different image viewpoints, object poses, backgrounds, and lighting conditions to create additional data to train custom models.

3D Synthetic Generation tools can help generate different image viewpoints, object poses, backgrounds, and lighting conditions from a CAD file to create additional data to train custom models.

SMART ANNOTATION

The Smart Annotation tool offers users the ability to automate the process of annotating datasets within an existing trained model, this allows annotation workloads to be done quicker than manual processing.

Augmentation

Augmentation tools can help generate additional synthetic images using parameters such as rotation, scale, crop, shift, lighting conditions, and other variables to create additional data to train custom models.

Uploading a COCO JSON Dataset

Chooch supports uploading existing datasets onto the platform in the COCO JSON format. This offers users the ability to import already annotated datasets into Chooch for additional processing.

Downloading a Dataset

Downloading a Dataset. Users will be shown tools on how to download a Dataset package into the Chooch Platform. You will learn how the interface works, connects together, and where to go as part of functions in the interface.

Training a Model

Once a dataset has been created and annotated, users can train an AI Model with the built-in no-code AI and machine learning tools within the Chooch Platform.

Testing a Model

From existing Public Models, or after a custom AI Model is trained, users can test these models with additional images or videos to test accuracy of detections.

Analytics

Chooch Analytics offers users an easy to use dashboard to track and analyze data. The Analytics tool can filter around device, stream, zone, class, and date/time to discern insights. Prediction data can be viewed in line graphs, pie graphs, dwell-time bar graphs, alert images, as well as heat maps and pattern maps.

Devices

The Chooch Edge AI Platform offers users the flexibility to deploy and process AI Models at the edge with no-code software. Processing AI Models at the edge, reduces latency and increases overall system performance. Prediction data can then be sent to the cloud to be viewed in Chooch Analytics or to a third party for additional insights.

Raw Data

The Raw Data interface within the Chooch Platform. This is where users can upload files to be accessed at a later time for associated functions throughout the platform. You will learn overall how the interface works, connects together, and where to go as part of functions in the interface.

Support

Chooch is here to support all of your questions and needs, we are committed to providing you with the best experience in your Computer Vision journey. At Chooch, we have a dedicated team to help you navigate through our product, the support page located on the platform is an easy way to find all of your support needs in one place.