First-Rate Video Data Collection to Train AI Models
Feed insights procured via efficient video data collection services to empower intelligent models into taking proactive actions
Ready to find the video data you’ve been missing?
Featured Clients
Why Video Training Dataset is needed for Computer Vision?
Developing smart applications, backed by Computer Vision, NLP, and Deep Learning technologies can be tricky. While textual, acoustic, and graphic datasets have their role to play, training models for proactively identifying video-specific elements require stringent monitoring and the availability of top-rated insights.
Nothing against Image data collection but video datasets lend an additional sense of continuity to the machine learning models, making them way more perceptive and accurate in time. This is why companies planning to develop advanced computer vision tools and resources need to consider outsourcing video data collection to professional providers.
Coming to the importance of video data collection, here are the resources that can be accessed with relevant video datasets in play:
- Video dataset for object detection, to help with self-driving accuracy
- Video dataset for deep learning with a focus on evolving complexity
- Hierarchical datasets for managing progressive needs for abstraction, in the case of complex models
- The ability of models to predict movement and traffic patterns
Professional AI video training datasets
Any subject. Any scenario.
Finding the right video dataset, according to the use case, is easier said than done. Shaip, as a video data collection service provider, is privy to every form of AI implementation and lets you in on the most relevant datasets for the task at hand. At Shaip, you can be sure to feed your models with custom video datasets, as per scenario, setup, project management needs, and annotation-specific preferences.
Still unsure! Here are some of the other reasons to connect with Shaip:
- Scalable collection services to develop self-learning models
- Data powered by top-notch human intelligence
- The ability of the video datasets to work closely with image, audio, and textual insights
- Support for holistic image and video annotation for training AI models to be more accurate
- Availability of structured and unstructured data to target standard AI models and deep learning preferences, respectively
Our Expertise
Video Datasets for Relevant Use Cases
At Shaip, we help you capture each object in a video frame-by-frame, we then take the object in motion, label it, and make it recognizable by machines. Collecting quality video datasets to train your ML models has always been a stringent and time-consuming process, diversity and the massive quantities required add’s to further complexity. We at Shaip offer you the required expertise, knowledge, resources, & scale needed when it comes to video training datasets. Our videos are of the highest quality that is tailored specifically to meet your specific use case. Pick the video data collection service that aligns with your program and gets the ball rolling, right away. Various types of Video Datasets that we offer:
Human Posture Video Dataset Collection
Explore the nitty-gritties of organic human movements from a wide range of scenarios like standing, walking, sitting, running, and more, in disparate lighting conditions.
Drones & Aerial Video Dataset Collection
Train aerial entities and drones to take better combative and recreational calls with video data captured in traffic, parties, stadium gathering, and other scenarios.
Traffic Video Dataset Collection
Enlighten self-driving vehicles by feeding in segmented and spatial traffic video datasets, to identify real-time traffic movements and learn progressively by observing
Demographic-Specific Dataset Collection
Now cut the AI bias from relevant programs by adding to the existing video data repository. Shaip allows you to train models in an all-inclusive manner by setting aside videos segmented as per demographics, ethnicity, color, gestures, and other parameters.
CCTV/Surveillance Video Dataset
We collect sensitive video datasets from law enforcement records, crime scenes, and person and posture recognition datasets in diverse lighting conditions to train intelligent surveillance setups to identify intruders, set alarms, and even mark attendance.
Transcript-Ready
Datasets
Train applications to create video transcripts automatically by feeding in large volumes of relevant video, text, image, and audio datasets
People Video Collection
High-resolution videos featuring individuals from diverse backgrounds and in various activities helps to train AI models in facial recognition, behavior analysis, and human interaction understanding.
Object Video Collection
Capture objects in motion across different environments and lighting conditions which is crucial for developing AI models focused on object tracking, detection, and classification in dynamic settings.
Damaged Car Collection
Detailed videos of vehicles with various types of damage. This dataset supports the training of AI models for automotive damage assessment, insurance claim processing, and accident analysis.
Video Datasets
Barcode Scanning Video Dataset
5k videos of barcodes with a duration of 30-40 sec from multiple geographies
- Use Case: Barcode Recog. Model
- Format: Videos
- Volume: 5000+
- Annotation: No
Biometric Dataset
22k facial video from multiple countries with multiple poses
- Use Case: Facial Recognition
- Format: Videos
- Volume: 22,000+
- Annotation: No
Drone-based Video Dataset
84.5k drone videos of areas like College/School campus, Factory site, Playground, Street, Vegetable Market with GPS details.
- Use Case: Pedestrian Tracking
- Format: Videos
- Volume: 84,500+
- Annotation: Yes
Damaged Vehicles (Minor) Video Dataset
5.5k videos of cars with minor damages from India and North America regions
- Use Case: Damage Detection
- Format: Videos
- Volume: 5500+
- Annotation: No
Reasons to choose Shaip as your Trustworthy Video Training Data Partner
People
Dedicated and trained teams:
- 30,000+ collaborators for Data Creation, Labeling & QA
- Credentialed Project Management Team
- Experienced Product Development Team
- Talent Pool Sourcing & Onboarding Team
Process
Highest process efficiency is assured with:
- Robust 6 Sigma Stage-Gate Process
- A dedicated team of 6 Sigma black belts – Key process owners & Quality compliance
- Continuous Improvement & Feedback Loop
Platform
The patented platform offers benefits:
- Web-based end-to-end platform
- Impeccable Quality
- Faster TAT
- Seamless Delivery
People
Dedicated and trained teams:
- 30,000+ collaborators for Data Creation, Labeling & QA
- Credentialed Project Management Team
- Experienced Product Development Team
- Talent Pool Sourcing & Onboarding Team
Process
Highest process efficiency is assured with:
- Robust 6 Sigma Stage-Gate Process
- A dedicated team of 6 Sigma black belts – Key process owners & Quality compliance
- Continuous Improvement & Feedback Loop
Platform
The patented platform offers benefits:
- Web-based end-to-end platform
- Impeccable Quality
- Faster TAT
- Seamless Delivery
Services Offered
Expert text data collection isn’t all-hands-on-deck for comprehensive AI setups. At Shaip, you can even consider the following services to make models way more widespread than usual:
Audio Data Collection Services
We make it easier for you to feed the models with voice data to help them explore the perks of Natural Language Processing in a more balanced way
Text Data Collection
Services
The true value of Shaip cognitive data collection services is that it gives organizations the key to unlock critical information found within unstructured data
Image Data Collection Services
Make sure that your computer vision model identifies every image accurately, to seamlessly train next-gen AI models of the future
Recommended Resources
Buyer’s Guide
Buyer’s Guide for Video Annotation and Labeling
It is a fairly common saying we’ve all heard. that a picture could say a thousand words, just imagine what a video could be saying? A million things, perhaps. None of the ground-breaking applications we’ve been promised, such as driverless cars or intelligent retail check-outs, is possible without video annotation.
Offering
Buyer’s Guide for Data Annotation and Data Labeling
Capture each object in the video, frame-by-frame, and annotate it to make the moving objects recognizable by machines with our advance video annotation tool. We have the technology and the experience to offer video annotation services that help you with comprehensively labeled datasets for all your video annotation needs.
Buyer’s Guide
Buyer’s Guide for High-quality AI Training Data
In the world of artificial intelligence and machine learning, data training is inevitable. This is the process that makes machine learning modules accurate, efficient, and fully functional. The guide explores in detail what AI training data is, types of training data, training data quality, data collection & licensing, and more.
Want to build your own Video dataset?
Contact us now to learn how we can collect a custom data set for your unique AI solution.
Frequently Asked Questions (FAQ)
Video data collection involves gathering sequences of moving images. It’s vital for machine learning as it captures dynamic interactions, making models more adept at understanding and analyzing temporal sequences.
Video data can enhance security via surveillance, offer insights into customer behaviors, improve training through motion analysis, and drive innovations like autonomous driving.
Use cameras, drones, or wearable devices to record sequences, ensuring the footage aligns with the project’s requirements. Afterward, segment, label, and preprocess as needed.
Ensure videos are clear and high-resolution, maintain consistent lighting, gather diverse data sources, annotate accurately, respect privacy regulations, and regularly validate your dataset for accuracy.