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Deep Learning AI APIs

AI Inference APIs for Computer Vision AI

Ready to use Geospatial AI

Skydnn Geospatial object detection and recognition APIs, a state-of-the-art API service, takes as input satellite imagery, street photographs and video frames and returns JSON response of the inference with confidence score, labels and respective geometry as bounding box, polygon or polyline.

We have used 30+ AI models in the map making process and over 1 million KMs to extract several millions of map components. and growing day by day

Satellite Imagery

Land Segmentation and Land Use Classification AI models cover AI categories for business scenarios for Urban planning & smart cities, Infrastructure management, Environment & Agriculture industries.

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Street Imagery

AI models for Instance segmentation, object detection, image classification tasks for over 300+ categories are ready-to-use for geospatial analytics, HD Mapping for Autonomous Vehicles, ADAS, UAV.

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Accelerate AI Workflow Integration

Skydnn SDKs and AI annotation pipeline accelerate integration of AI workflows in your strategic business initiatives and expedite AI proliferation across your organisation

Javascript AI API SDK

Integrate AI Inference APIs in custom workflows & pipelines, and applications.

Integrate with AI Annotation workflow

Integrate AI Inference APIs with AI annotation pipeline for AI assisted annotation with Human-in- a-loop workflow.

Ready to Use Geospatial AI

We have used 30+ AI models in the map making process over
1 million KMs to extract several millions of map components.

Satellite Imagery AI APIs

Satellite Image Classification and Segmentation APIs enable cutting-edge Computer Vision AI inferences to categorise and mask objects in the image and generate map view as well as geospatial objects that drive valuable insights

Street Image AI APIs

Street Image classification and segmentation APIs enable state-of-the-art Computer Vision AI inferences to detect and catgorise objects in the street photographs and generate localisation as well as map view of geospatial objects useful for a wide range of geospatial analytics and applications

Javascript AI API SDK

Integrate AI Inference APIs in custom workflows & pipeline, and applications.

Skydnn Geospatial AI APIs

Skydnn Geospatial object detection and recognition API is a state-of-the-art API service that takes as
input satellite imagery, street photographs and video frames and returns the JSON response of the
inference with confidence score, labels and respective geometry. Object detections as bounding box,
inference segmentation as polygon geometry and inference for lane or line markings as polyline..

Satellite Imagery AI APIs

Satellite Image Classification and Segmentation APIs enable cutting-edge Computer Vision AI inferences to categorise and
mask objects in the image and generate map view as well as geospatial objects that drive valuable insights

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Building Footprint segmentation

Polygon

Building footprints are segmented on high resolution satellite images as polygons which are valuable inputs to spatio-temporal mapping and other geospatial applications

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Water Bodies segmentation

Polygon

Water bodies are identified and segmented as polygons for distinct water features on a specified area of interest in a satellite image and enable several use cases in the area of disaster management, urban planning, water resources management, agriculture and more

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Vegetation segmentation

Polygon

Land cover of vegetation in an area of interest is of great requirement across several industry verticals such as paper industry, climate, wildlife and sustainability, government departments, urban area planning, agriculture and many more. Skydnn satellite imagery API provides vegetation segmentation for such geoanalytics and geospatial applications

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Soil Segmentation

Polygon

Land cover of soil is segmented on satellite imagery which is an important spatio-temporal input for land management, agriculture, urban planning etc.

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Road Segmentation

(Polygon, Polyline)

Road features on satellite image are detected as a polyline and segmented as a polygon enabling a number of use cases across verticals such as infrastructure planning, mapping and lifestyle assessment

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Landuse classification

Polygon

Landuse Classification of several categories such as parking lot, residential neighbourhoods of sparse, medium, or dense coverage, industrial, river, highway etc. is an important aspect of land management, infrastructure and urban planning and more

Street Image AI APIs

Street Image classification and segmentation APIs enable state-of-the-art Computer Vision AI inferences to detect and
catgorise objects in the street photographs and generate localisation as well as map view of geospatial objects useful for a
wide range of geospatial analytics and applications

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Shopping Sign Board Detection

2D Bounding Box

Shopping sign boards on streets are annotated as 2D bounding box, labeled and attributed. It's useful to detect shopping point of interest, and essential for text recognition pipeline for OCR on street imagery.

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Indic Text Recognition

2D Rotated Bounding Box

Annotation essential for Indic Text recognition on street imagery using optical character recognition (OCR).

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Traffic Sign Detection

2D Bounding Box + Polygon

2D bounding box and polygon annotation for detection of traffic signs with single label.

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Traffic Sign Recognition

2D Bounding Box + Polygon

Different traffic sign labels along with 2D bounding box and polygon for traffic sign recognition and instance segmentation.

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Road Lane Detection

Polyline

Road lane markings as polyline annotation on street imagery that are compatible with different lane detection deep neural networks.

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Road Boundary Detection

Polygon

Similar to road lane markings as polyline annotation on street imagery but marks the road edge. It is useful to detect the road boundaries.

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Road Lane Classification

Attributes

Road lanes and boundaries annotations are enhanced with different attributes to classify type of lanes and boundary types in road lane classification annotations.

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Road Junction Mask

Polyline

Carefully crafted polygons for different junction scenarios let the AI trained to segment different junctions in the street imagery.

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Pedestrian/Person Detection

Polyline

Person or Pedestrian polygon annotations on the street images.

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Signage Detection

Polyline

Road signage with different categories detection in the street imagery.

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Traffic Light Segmentation

Polygon

Traffic light, orientation, individual light lamp annotated with polgon segmentation with different attributes in the street imagery.

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Vehicle Detection

2D Bounding Box

On road vehicles annotated with 2D bounding box for detection.

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Face Detection and Blurring

2D Bounding Box

2D bounding box annotations of human faces on the street in street imagery as well as blurring of faces for privacy compliance.

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Vehicle Number Plate Detection and Blurring

2D Bounding Box + Text

On road vehicle number plates are annotated with 2D Bounding Box and the number text for Vehicle number plate recognition task as well as blurring of number plate for privacy compliance.

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Building Facade

Polygon

Building facade or the front of the building are annotated with polygon in the street imagery.

Integrate with AI Annotation workflow

Integrate AI Inference APIs with AI annotation pipeline for
AI assisted annotation with Human-in-a-loop workflow.

Turnkey Solutions

If you are looking for an End-to-end AI solution for your next big Computer Vision AI project, then our
AI experts and annotators can provide for the required computer vision AI solution to achieve your business goals.

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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Contact us to let us know what you are looking for. Our AI experts will help you on your AI journey.

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