2023年3月16日

合成人工智能(synthetic AI)是計算機視覺合成數據技術的先驅，該公司今天宣布其增強的功能，可以為廣泛的汽車和自動駕駛汽車(AV)用例提供合成數據，包括駕駛員監控係統(DMS)、乘員監控係統(OMS)、以及高級駕駛輔助係統(ADAS)。通過合成人類和合成場景，汽車oem、供應商和供應商的生態係統現在可以模擬駕駛員和乘員的車內環境行為，以構建更強大的感知係統。該公司還推出了多樣化的人類駕駛員，這是一個用於駕駛員監控機器學習(ML)模型訓練的開放數據集，允許CV開發人員進行合成實驗。由於提高駕駛安全性的需求不斷增加，以及滿足歐洲NCAP和NHTSA監管要求的需要，DMS、OMS和ADAS正變得越來越普遍，因為這些技術可以顯著降低因分心駕駛而導致的碰撞率。然而，由於缺乏實際數據來訓練、測試和驗證這些係統的開發，汽車製造商麵臨著巨大的障礙。由於開發人員需要來自危險場景的訓練數據(例如，困倦、分心的司機等)，因此在隱私和安全方麵存在重大障礙。綜合數據對於克服這些挑戰至關重要。Synthesis AI的增強型汽車產品將幫助汽車製造商、供應商和為他們提供服務的軟件公司實現公共安全、消費者隱私和監管目標。製造商現在可以使用合成數據來建立模型，用於駕駛員狀態評估(例如，困倦)、活動識別(例如，打電話、把手離開方向盤)、體驗個性化、乘員監控、駕駛員-行人互動和凝視估計。 The latest product advancements build on the company’s history of helping ML practitioners in the automotive space develop performant models that produce outcomes as good as or better than those produced using real-world data exclusively – in a fraction of the time, at a fraction of the cost. In particular, the company’s recent product enhancements enable multi-passenger simulation for driver and occupant monitoring, an expansion of activity models to cover key use cases (e.g., falling asleep, talking/texting on the phone, eating/drinking, not wearing seat belt, etc. ), broader support for RGB and NIR sensor systems, and the ability to model driver and occupant interactions with the vehicle. “DMS, OMS, and ADAS require a detailed understanding of human behavior, state and the in-cabin environment,” said Yashar Behzadi, CEO and Founder of Synthesis AI. “The new synthetic data capabilities have been developed from working closely with leading companies in the space over the last three years. The advanced feature set enables companies to create targeted data for DMS and OMS applications driving safer and more robust systems.” Synthesis AI works with automobile, AV manufacturers and tier-1 suppliers, continuing a rich history of supporting automotive ML engineering. By combining generative AI and cinematic CGI pipelines, the company’s latest platform enhancements build on a multi-year journey of expanding the use of synthetic data in the automotive industry. previous post