Artificial Intelligence (AI) has witnessed tremendous growth in the recent past due to the necessity for advancement in the areas of machine translation, object perception, and object recognition. The landscape of tools and infrastructure for training and deploying of neural networks via ‘Machine Learning’ is further evolving rapidly. This is leading to a rapid uptake of artificial intelligence in industries such as: Retail, Healthcare, Law Enforcement, Transportation, Agriculture, Industrial Manufacturing, and Government.
The Artificial Intelligence industry is segmented by core technologies into Natural Language Processing (NLP), Machine Learning, Deep Learning, and Machine Vision. The need for understanding and analyzing visual contents, among industries to gain meaningful insights, is expected to drive the industry. AI is also gaining prominence due to its complex, data-driven applications for voice and image recognition. The demand for high quality, actionable, real-time video is rapidly increasing throughout the AI market.
ProHawk provides real-time video enhancement technology that provides unparalleled clarity in compromised video due to adverse and poor lighting, extreme weather, airborne particulate matter, and challenging environmental conditions. ProHawk unlocks the highest quality enhancements with ultra-low latency, enabling AI systems with machine and computer vision to analyze optimized, actionable video in real-time.
The most critical characteristic in a real-time video enhancement solution is the latency of the system. This is the time delay between a video frame entering the system, video enhancement(s) being applied to the video frame, and receiving the enhanced video frame. Real-time machine/computer vision video requires extremely low latency because this has a strong effect on overall satisfaction and usability of the system. This requirement demonstrates the distinct advantage that ProHawk solutions provide over competitive offerings with a latency of less than 20 µs. This enables high-speed mobile applications such as autonomous vehicles, autonomous aircraft, urban traffic monitoring, smart cities, and military use cases.
AI as an information system that is inspired by a biological system designed to give computers the human-like abilities of hearing, seeing, reasoning, and learning. AI has applications and use cases in almost every industry vertical and is considered the next big technological shift, including: Static Image Recognition/Classification/Tagging, Object identification/Detection/Classification/Geo-spatial Tracking, Object Detection & Classification for Navigation Avoidance, Automated Bots, IoT Sensor Data Analysis, and Human Emotion Analysis.