Computer Vision
Our team of in-house experts helps businesses solve business challenges and fuel growth with the help of computer vision technology powered by advanced Machine Learning algorithms. We acquire, process, analyze, understand digital images, and extract high-dimensional data from the real world to produce numerical or symbolic information in the forms of decisions.
- Visual Inspection for Defect Detection on an assembly/production line and Cargo damage detection; use in packaging to check if the contents packed are correct or not
- Multi-Object Detection Models for Automatic Image Tagging: Use convolutional neural networks to teach machines what different objects look like and train algorithms to automatically identify people and objects in the picture
- Use Case I - Facial recognition of Customers in Retail Outlets to provide them with personalized deals
- Use Case II - Identification of potential criminals in public places like banks, malls, etc.
- Detection of nudity, firearms, alcohol, advertisement/ video classification etc.
- Video Analysis for Automated Surveillance: We develop video analytics solutions for violent behavior detection in offline/recorded video
- Detecting Brand Logos: We will deliver machine learning-based logo detection systems to help automate real-time recognition of brand logos in an image or in broadcast video streams and show accurate brand visibility analytics
- Identification of TV/Movie rating certification logos: Different videos are marked with different TV/movie ratings using logos. Our solution can identify these logos and encode the rating information with videos
- Generate logical video segmentation boundaries (e.g., fight scenes, car chases, songs): Objects are, in general, spatially cohesive and characterized by locally smooth motion trajectories. Using our proprietary circular dynamic-time warping (CDTW) algorithm, the solution can identify different scenes in the video and audio
- Correction of Video Dropout or Missing Patch in image/video: Identifying distortions in images and videos is important and useful in various visual applications, such as image quality enhancement and assessment techniques. Sometimes a very small part of the frame is not captured or missed, and this is called dropout. Using our deep multi-task learning (MTL) model for identifying the types of distortion in both images and videos, our solution is able to reconstruct that part of the frame using AI
Optical Character Recognition (OCR) & Data Capture
We specialize in tailoring data capture and extraction solutions to streamline document process automation. Our services encompass a wide array of offerings, including but not limited to:
- Extraction of Data/Removal of Overlaid Text from Natural Video: Overlay text is usually intended to carry/stress important information in a video and is typically generated by video title machines or graphical font generators in studios. Unlike other low-level techniques, our state-of-the-art optical character recognition (OCR) techniques help in automatic video text recognition by identifying the transient color between the inserted text and its adjacent background, generating a transition/linked map, and then, finally extracting the overlay text. The goal of video text detection is to classify the text region and non-text region. This allows us to easily remove embedded text from video without losing any data or distorting the current video programming.
- Optical Barcode Recognition: Our solution can help recognize a product and its features by scanning a barcode
- Character Recognition on Raw Images: Our solution is capable of data extraction from low-quality images with poor illumination, containing poorly printed characters, and more.
- Text Transcription: Here the solution presents the text in recognizable characters and transpose it into the digital space
- Handwriting Recognition: A variation of text transcription with a more significant emphasis on the visual element. However, this time, the OCR algorithm uses a comparative engine to process the handwriting sample
Audio & NLP Services
We empower businesses to gain deeper insights into human languages through our Audio & NLP services. Our comprehensive offerings include, but is not limited to:
- Generation of Searchable Timeline metadata for video using audio, video, captions/OCR: Smart Search is the industry's most comprehensive way to search inside the content of your videos. With our solution, you can search for any word that is spoken or shown in any video in your library and fast forward to that precise moment in one click. This makes searching your video library as easy as searching your email. It consists of two main components: Automated Speech Recognition (ASR) and Optical Character Recognition (OCR), as well as matching words in attached presentations, user notes, discussions, and more. The searchable tags will be applied to the timeline and can be displayed and synchronized with the video or audio file during playback
- Detection of Audio Language: Our Spoken language identification (SLID) AI software helps in recognizing the language or a talk by an anonymous speaker from an audio clip regardless of gender, age and manner of speaking. There are various implementations of spoken language identification like creating front end for multi-language speech identification system, automatic customer routing in call centers, monitoring, and web information retrieval
- Transcription of offline and real-time content: Our powerful speech recognition algorithms identify and transcribe spoken words to text. Using the NLP services, the transcribed text is further refined to correct errors and enhance readability
- Flagging of cuss words: Our AI models are trained in a way to block offensive language, thereby enhancing the content quality. This is done using predefined profane word lists and offensive phrases which are checked against the content to identify inappropriate language
Intelligent Document Processing
We exploit the power of artificial intelligence to create custom-tailored software for intelligent document recognition and processing, tailored to specific needs. With our expertise, businesses can effortlessly automate the extraction and parsing of invaluable data from a wide range of documents, including but not limited to: invoices, claims, tickets, receipts, passports/other ID documents, driver’s licenses and more.
