Vision Copilot for data science teams

Q: What is Vision Copilot and how does it support data science collaboration?

Vision Copilot by Akridata is a powerful collaborative data science platform designed to help teams work together more efficiently during the model development lifecycle. It provides shared access to datasets, version control, annotations, and intelligent tools that enable seamless data science collaboration across teams and projects.

Q: How can Vision Copilot improve data exploration and visualization for my team?

Vision Copilot simplifies data exploration and visualization through an intuitive UI, rich filtering tools, and intelligent data organization. It enables data visualization for data exploration, allowing teams to quickly identify data gaps, anomalies, and distribution patterns — all critical for building accurate and robust dataset used for training and testing Computer Vision models.

Q: Why choose Vision Copilot for accelerating model accuracy in data science projects?

Akridata’s Vision Copilot accelerates model accuracy by streamlining data discovery, surfacing edge cases, and helping teams focus on the most impactful data. With collaborative tools and smart visualizations, data science teams can iterate faster, reduce labeling errors, and optimize datasets for higher-performing models.

Q: What are the benefits of Vision Copilot?

Akridata’s Vision Copilot provides a complete set of tools to prepare a clean and balanced dataset, label it and enrich with synthetic data. It then supports model training and evaluation.

Q: What coding skills do I need to use Vision Copilot?

None. Vision Copilot is an interactive web-based platform. While we offer API-based access, no coding is required.

Q: Can I install it on my laptop?

Vision Copilot is available as a flexible cloud-based SaaS solution, with the option for secure on-premise deployment.

Q: Where does my data need to be? Is it secure on Vision copilot?

Your data isn’t moved or copied but remains where you choose. Visual Copilot needs only access to your cloud provider or you local data storage. Data remains safe and visible only to your organization.

Q: Do you use my data for internal training?

No. Akridata has no access to your data – only your organization can see it.

Platform for data science teams to Accelerate Model Accuracy

Connect

No ingestion or copying data

Access your visual data and metadata from any cloud provider (S3, Azure Hot, Google Cloud Storage) or from a local source without worrying about moving or copying it outside the your environment.

Explore

Identify latent structures of visual datasets

Interactively explore large volumes of visual datasets through a choice of clustering and embedding techniques, identify outliers, sample, detect biases and filter content.

Search

Image-based search

Perform interactive visual search across millions of images or large video datasets and intuitively refine to build effective training datasets.

Patch Search

Granular Visual Search

Perform fine grainded search by simply drawing a region of interest "Patch" on example image or video frames.

Text to Image Search

Query images with free-form text

Perform search based on natural language (NLP) on large image and video datasets without any annotations. Find relevant objects faster.

Video Sequence Search

Search for Scenarios

Find interesting events or video sequences in large video dataset. Focus your search by interactively picking key frames.

Analyze

Evaluate model accuracy

View model performance from multiple lenses and an aggregate view to identify the causes of inaccuracies within your model by isolating and focusing on the data that matters.

Saliency Map

See what your Model sees

Easily measure the spatial support of a particular class of an image with regards to your computer vision models. See Salient features of an image that influences your model’s inference. Understand why model predictions are incorrect.