How To Collect High Quality Video Data To Train And Validate Your Computer Vision Models?


In today's time, everything is just about technology. Imagining Machine Learning without Video Data Collection is impossible. It's hard, rather impossible, to build future technology without video data. Technologies of the trend function properly on video data sets. Any piece of technology that has to recognize images in motion requires to be developed with unique and particular datasets that are video datasets. Machine learning, combined with some image processing techniques, can result in powerful video analysis tools. Getting video datasets is not an easy task as we know the requirements for such datasets are stringent. We need quality video data that is very diverse, available in massive quantities, and capable of developing algorithms that enable the smooth running of these technologies. Video Datasets are of great use in AI Training. Machines learn effectively and efficiently with the help of moving images. Optimize your video-based systems with high-quality video data sets.

Global Technology Solutions have the required expertise, knowledge, resources, and capacity to avail you of all you need regarding video datasets and video data collection. 

How to Collect fine Video Data for Machine Learning? 

The first step for machine learning is to obtain optimized training data. It is crucial to acquire large quantities of high-quality training data in individualized video data sets. Our experts provides the desired type and quality of the specific video data sets required to train your system in record time. Every creator must create videos according to their specifications which, among other things, undermines the following aspects:

• Motion sequences while doing housework

• Sports activities

• Gestures

• Objects

• Moving scenes

• Gestures

Qualities a Video Data Set must possess- 

1. Large quantities of video data sets must get delivered within a minimal amount of time

2. Customized training data must be available.

3. Must include a range of video elements with people, surroundings, objects, lighting, conditions, languages etc.

4. Video recordings and instantaneous data transfer via the Click worker app

5. Quality must get checked

Classification of Video Data Sets 

To ensure the high quality of your training data, it is essential to guarantee the best results for video-based systems. These existing video data sets require a through check and hand-selection before being used as training data. GTS offers a service that classifies video data sets to handle this large-scale task. Video Data Sets can be classified according to quality, length, or content. A video analysis delivers many detailed insights. These insights can provide an understanding of shown objects, human actions, and interactions.  

Classification of your existing video data sets increases the quality of your AI Training Data. Also, it provides optimized results which are relevant to your video-based systems. 

How can Our Expert Team help you in creating Video Dataset with high-quality AI Training Data?

Your video-based systems must be able to identify and recognize moving images. They need to be fed and trained with specific data. Our professionals helps you with creating high-quality video data for your video datasets. Public video datasets often fail to meet these requirements. Their diversity is really inadequate. It is not available in sufficient quantities for the training of algorithms. These properties of video data collection ensure the seamless operation of the system. 

GTS works in close cooperation with you. Our videos are of the highest quality and tailored specifically to meet your situations and solve your problems.

Type of Video Data Collection we do: 

The Video Data Collection is a diversified field than we imagine it to be. Our video datasets are vast and unique because we ensure that we get video data from all around the world in all lighting conditions. We have classified our work zone into five streams. These are-

1. Human posture video dataset collection: Our team provides the video data set of different human postures like sitting, walking, standing, etc. under various lighting conditions and with people of diversified ethnicity.

2. Drones and Aerial video dataset collection: Video data set from an aerial view using drones of different instances like traffic, parties, stadium, crowd; are collected by our team. These Datasets are made with proper use of technology.

3. Traffic video dataset collection: We provide datasets of different places under different lighting conditions with various intensities of vehicles. 

4. CCTV video data set collection: We provide the CCTV footage video dataset of different places under different lighting conditions which are used for object detection. 

5. Surveillance video data set collection: We collect the surveillance video data set for a crime scene, law enforcement, and person recognition to train your model for different purposes like detecting any intruder or automatically marking the attendance.

What makes our services better and unique? 

We understand your difficulty in the field of Machine Learning as it is not easy for all. We create a provision of customized dataset collection based on client requirements. We understand there is no one-size-fits-all approach to machine learning. Our team of experts is ready to listen and understand our client's project needs. We also support over 200 languages. Be it Namaste, hello, anneyong haseyo, Hola, or Selam, we understand it all. Your search for the best data collection comes to an end here. No matter from where you are, and what language you speak, we are always here for you. We provide a fast, reliable, executive plan with complete professionalism.  Along with these, we provide 24*7 Fast and Reliable customer care service. Our team conducts sessions to create a flexible schedule that allows our clients to discuss the project. Our long list of services covers all forms of data collection for machine learning and computer vision.

We have team members with the knowledge, skills, and qualification to acquire and provide video data for any situation, technology, or use. We always ensure that we deliver the highest quality of videos through our multiple verification systems. 

Let us help you throughout your journey in AI World. Try us now and enjoy forever! 


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