Data Collection – Think Transportation

Data Collection

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Data Collection

Robust perception is the basis of safe trajectory planning and control thus semantic scene understanding is necessary for the partial/complete autonomy of these vehicles.

We expand your data collection effort from monocular & stereo camera, omnidirectional & event camera, LIDAR and RADAR which we combine and process across the spatiotemporal trajectories providing you a clean dataset set to your required standards.

Data Labelling and Verification

Annotated and verified data is necessary for any supervised deep learning model development pipeline, without which model training would lead to slower convergence & unnecessary edge-cases and creating unknown errors throughout the development cycle.

Think Transportation provides the service of labeling data for classification, detection, segmentation and tracking in the 2D & 3D space and at an object and environment scale. The data is carefully constructed and made as much as possible to be highly representative of a majority of edge-cases as well as keeping negative data to reduce false alarms.          

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Types of Labeling Services

We provide the following services for aerial imagery analysis, autonomous vehicles vision modules, retail monitoring and automation, security alerts, inventory management, quality control, traffic analysis and more. 

  1. Object Segmentation: Classify each pixel into the category of the label of the object the pixel is overlapping with.
  2. Object Polygon: Create a multi-sided region around the object of interest with its associated label(s).
  3. Object Bounding Box: Create a 2D rectangle around the object of interest with its associated label(s).
  4. Entity Key-points: Create coordinate points at key regions on the entity. Key-points can be labelled and sequential.
  5. Lines: Create (un)labelled straight or curved lines on the images.
  6. Object Cuboids: Create 3 dimensional cuboids around the object in the images with the associated labels.
  7. Object Tracking: Identify objects across the scenes and associate them temporally and spatially via assigned ids and labels.
  8. Attribute Labeling: Identify images (or) objects with a series of attributes according to your specifications.
  9. Image Transcription: Spatially digitize the text in the image contextually, according to your requirements.
  10. Image Captioning: Convert the image into meaningful sentences describing the image according to your requirements.
  11. Video Annotation: Smartly label entities in the video, frame-by-frame, in any mixture of the above annotation types.  

Browse More our Service

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GIS Mapping and Remote Sensing

Data intelligence compiled from GIS applications helped companies and industries, and consumers, to make informed decisions. Think Transportation is specialized in mapping, modeling, and

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Data Collection

Annotated and verified data is necessary for any supervised deep learning model development pipeline, without which model training would lead to slower convergence &

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Traffic Surveys

Efficient planning and design of road construction, renovation and maintenance works require accurate overview of existing transportation situation for assessment of economic feasibility and

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Public Transport Planning and Design

Public Transport contributes significantly to a sustainable urban mobility solution. Think Transportation has the privilege to have involved in planning of major public transportation

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Logistics

Logistics is an integral component of Supply Chain Management. It involves the planning, operation and management of freight from the supplier to the consumer.

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Highway Engineering and Design

Highway Engineering aims at designing the geometrics and pavement structure of Highways in a safe and cost-effective manner. Our valuable team is expert for

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Sea Ports

Sea Ports efficiency is highly dependent on deep analysis of port operations and services. Think Transportation has served ports in the region to investigate

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Airports

Think Transportation offers consulting services for planning and optimization of airport operations with a focus on Terminal Planning, Airport Processes as well as the

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Railway Engineering

Efficient railway system and their operation requires detailed investigations to identify and rectify operational issues for safe passage of trains. Think Transportation provides services

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Smart Cities

Smart cities bring together infrastructure and technology to improve the quality of life of citizens and enhance their interactions with the urban environment. Our

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Autonomous Vehicles

Accelerate your journey to a safe ADS with defined & regulated guidelines and principles. From Smart Drones to Autonomous Vehicles, we utilize the power

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Transportation Data Analytics

Improve living standards of people by reducing traffic congestions, optimizing traffic routing and increasing urban mobility. Reduce transit and delivery route delays, decrease fleet

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Traffic Impact Studies

Every intermediate and high scale development mandates Traffic Impact Study to quantify the impacts of development on existing transportation networks. Think Transportation utilizes reliable

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Traffic Engineering

Traffic Engineering aims at the whole picture in order to maximize traffic flow and reduce instances of congestion. Think Transportation aims at devising solutions

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Transportation Planning

Transportation planning assists in devising future policies, goals, investments, and designs to prepare for future needs to move people and goods to destinations. Think

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