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AI Data management and Inference platform for Computer
Vision AI with tools that empower Developers, Data Scientists,
and Annotators to build, deliver, accelerate, and scale Al development

Why Skydnn Platform?

An AI Data management and Inference platform for Computer Vision AI that takes holistic
approach to build, sustain and deliver to address needs of the business executives, domain
application users, Al Engineers, Al Researchers, Developers, Data Scientists & Annotators.

Run and Visualise AI Inferences

Run and Visualise AI Inferences

Use Skydnn to run and visualize computer vision
AI inferences along with visual quantification using
pre-trained ready-to-use AI models or custom models

Users

  • Data scientists
  • AI Engineers
  • Executives

AI Models

  • 12+ pre-trained AI Models

Add & Manage Distributed
Spatial-Temporal Data

Use Skydnn's key Distributed Asset Management foundation to manage large sets of satellite imagery and street photographs while preserving and accessing their respective spatial and temporal context to enable seamless integration with distributed computer vision AI pipelines and GIS systems/solutions

Users

  • Data managers
  • Data scientists

Data store

  • 1000s of Street Imagers
  • Raw annotations

Add & Manage Distributed
Spatial-Temporal Data

Annotate Data

Annotate Data

Use Skydnn Annotation workflow and tools for creating
annotations for various computer vision AI tasks

Users

  • Annotators
  • Data scientists

Services

  • Data Labeling and Annotation Services

Deploy Customised AI Models

Use Skydnn Annotation workflow and tools for creating
annotations for various computer vision AI tasks

Data Pipeline

Anon flow

AI Workflow

TEPPr flow

Users

  • AI Researchers
  • AI Engineers
  • Developers

Sota

  • State-of-the-art DNN Integration

AI Modelhub

  • 12+ pre-trained models

Turnkey

  • AI end-to-end turnkey solutions

Deploy Customised AI Models

For Data Managers, Annotators & Data Scientists

Progressive Web Apps for unstructured data management, annotations, Al assisted
annotation processing, visual quantification and feedback loop for 360 degree MLOps

Add & Manage Data

Distributed data management for unstructured data for AI and geospatials.

Annotate Data

Universal Al Annotation platform for spatial-temporal data for computer vision AI.

Visualise AI Inference

Computer Vision Al data with Raw annotations and Al Database for different use cases.

For Al Researchers, Al Engineers & Developers

Progressive Web Apps for end-to-end Al enabled web apps, pipelines and workflows

Skydnn REST AI APIs

Declarative AI API and SDK components for end to end Al pipeline and workflow.

Modelhub

Pre-trained Computer Vision AI models trained in-house and made accessbile to using Skydnn REST AI APIs.

AI Dataset

Customer in need to add models or use it from modelhub.

Use cases

AI empowering organisations to provider enhanced customer experience and improved efficiency

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Autonomous Vehicles / ADAS

Street Imagery & Point Clouds

To extensively train autonomous driving perception models and complex use cases to suite autonomous requirements.

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Urban Planning & Smart Cities

Satellite Imagery

AI perception models trained on different resolutions on Satellite Imagery cater to address the increasing need of Urban Planing & Smart Cities for the AOI (Area of Interest).

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Infrastructure Management

Satellite & Street Imagery

To identify a variety of objects on Drone Imagery, Satellite Imagery, Street Imagery for management, maintenance, monitoring purposes.

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Disaster Management

High Resolution Satellite & Drone Imagery

During disasters/calamities Drones & High Resolution Satellite Imagery allow to assess ground reality. AI models trained extensively to assess damages and identify changes can help decision makers.

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Defense & Surveillance

Satellite Imagery

To identify a variety of objects on Drone Imagery, Satellite Imagery, Street Imagery for management, maintenance, monitoring purposes.

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Environment & Agriculture

Satellite Imagery

To identify by detection or classification on a variety of objects on Satellite Imagery, Street Imagery for environment and agriculture use cases.

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Land Segmentation

Urban Planning & Smart Cities

Segmentation of Satellite Imagery or AOI (Area of Interest) into different distinctive Land, Road, and Geographical Feature categories.

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Land Cover Classification

Urban Planning & Smart Cities

Classification of Satellite Imagery tiles/chips or AOI (Area of Interest) into different types of Water bodies, Built-up area, Vegetation.

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Road Mapping & Maintenance

Infrastructure Management

Road quality impacts travel time, vehicle maintenance & vehicle insurance cost. Assess quality of roads through AI for pot holes, cracks, speed bumps etc.

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Asset Management

Infrastructure Management

Objects geospatially tagged, detected & monitored using AI on large construction sites, outdoor infrastructure & utlities, road side big trees & indoor assets for large warehouses.

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Traffic Sign Recognition

Infrastructure Management

100s of different traffic sign type detection and categorisation to recognize for infrastructure management, on road autonomous vehicles.

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Navigation Planning

Autonomous Vehicles

AI models required to detect road edges, road boundaries, lane markings as polyline assist on road autonomous vehicles in navigation planning.

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Object Localization

Autonomous Vehicles

Perception of environment for motion planning and detection of junction, curb, traffic signs, lane obstacles, dividers, pedestrains for autonomous vehicles.

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Path Planning

Autonomous Vehicles

AI detects Road edges, road type, lane marking & type, speed breakers, pot holes, junctions, curb and dividers for effective path planning for autonomous vehicles.

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HD Mapping

Autonomous Vehicles

Accelerate HD Mapping using AI assisted processing for different object categories essential for mapping and autonomous vehicles.

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Forest & Vegetation Losses

Disaster Management

Detection and estimation of forest cover and vegetation losses during disaster.

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Collision Warning

Autonomous Vehicles

AI models trained to detect Vehicles, Vehicle type, Pedestrian, Junction, curb and divider can assist autonomous vehicles to avoid collision by forewarining.

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Parking Assistance

Autonomous Vehicles

AI models trained to detect road sign, traffic sign detection, vacant parking spot helps to identify parking slots for the autonomous vehicles.

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Infrastrucure Infiltration

Defense and Surveillance

AI trained for infrastructure infiltration detects helipad, bridge, harbour, camp establishment, storage shed, shelter, gun area and construction site.

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Military Targets Detection

Defense and Surveillance

Military targets like gun areas, helipad, storage shed, shelter, camp establishment, bridge, harbour detection using AI on remote sensing data to empower decision makers with ground reality.

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Ground forces

Defense and Surveillance

AI can assist detection on remote sensing data for ground forces covering gun area, storage shed, shelter, camp establishment and convoy movement.

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Insects, pets and weeds

Environment & Agriculture

AI models trained to detect forest land, trees, field parcels, live stocks, weeds, categorising regions covered in snow or ice, various types of water bodies.

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Field Parcels, Live stocks

Environment & Agriculture

Detection of field parcels, live stocks on high resolution satellite imagery.

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Forests & Geographical Features

Environment & Agriculture

Segmentation of soil, water, roads, vegetation for geoanalytical purpose.

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Land use classification

Urban Planning & Smart Cities

Classification of Satellite Imagery tiles/chips or AOI (Area of Interest) into different types of land usage like residential, industrial.

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Temporal Change Identifcation

Defense, Urban Planning, Disaster Management

Automate the scanning of large area using temporal satellite imagery to detect any temporal changes to assist timely decision by decision makers.

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Point of Interest Detection

Geospatials & mapping

POI (Point Of Interest) detected indirectly through facade (front of building), shopping sigh board, text detection on the shopping sign board, brand detection.

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Road Signboard Recognition

Geospatials & mapping

Road sign boards detection and their categorisation helps to recognize road signboards.

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Shopping Signboard Detection

Geospatials & mapping

Shops are specialised point of interest and text detection on shopping sighboard assists in text recognition automation.

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POI Text Detection

Geospatials & mapping

Point of Interest text detection leads to POI detection and input for text recognition of the detected text for geospatial and mapping automation.

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Privacy compliance

operations

PII category detection and anonymization, GDPR compliance for Vehicle number plate masking, Face masking.

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Face Detection

Geospatials & mapping

Face detection for different analytical purposes.

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Auto Number Plate Recognition

operations & logistics

Vehicle number plate recognition includes detection of number plate and the vehicle number as editable text for parking management, toll booth automation on videos.

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Building Height Estimation

Infrastructure management

Approximate building height estimation from satellite imagery using computer vision accelerates infrastructure management and mapping.

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Vehicle Detection & Recognition

Autonomous Vehicles

Detect vehicles and identify different vehicle types useful for autonomous vehicles, parking management, toll booth monitoring.

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Pedestrian/Person Detection

Autonomous Vehicles

Person detection or if a pedestrian detection on street or indoor imagery is useful for counting, monitoring purposes.

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Text Dectection

vision

Detection of text on street sign boards, shopping board, signages in different Indic languages and English.

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Optical Character Recognition

vision

Text recognition in different Indic languages and English.

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Text to Speech

Speech

Hindi and English text to speech conversion using AI.

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Image Classification

vision

Classification of images containing single or multiple types of categories like images containing traffic signs. These set of AI models powers visual and semantic search.

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Object Classification

vision

Classification of objects belonging to a single category or a set of categories.

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Object Detection

vision

Detection of one or more objects of same or different types in the given image.

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Image Segmentation

vision

Categorizing each pixel in the image belonging to a single category generating a segmentation mask of the given object.

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Instance Segmentation

vision

All objects identified have an individual instance segmentation mask.

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Depth Estimation

vision

Estimation of the depth of the objects from the given input 2D image by generating the depth map from the single image.

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Image colorization

vision

Convert black and white or grey images to colorized image that represents the semantic colors and tones of the input image.

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3D Object Detection

vision

Detection of object of interest in the 3D point cloud.

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Inverse Perspective Mapping

vision

Converting 2D points from images into 3D points without using depth information useful for vehicle intelligence, HD Mapping and geospatial analytics.

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Multiple Object Tracking

vision

Tracking the multiple detected objects at the same time across the image sequences or video frames retaining their unique identities.

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Images to 3D Point Cloud

vision

The sequence of images converted into 3D point cloud using photogrammetry or AI.

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Optical Flow Estimation

vision

Estimate the flow using AI of all pixels in the image between two consecutive video frames is useful for understanding behavior and scene dynamics for varied applications.

Tell us what you are looking for

Enabling your organisation with AI capabilities

Our AI solution portfolio for real world problems

Quality AI annotations and AI annotation service

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