Shypd.aiThe largest open index of AI toolsASL_to_English is an open-source Content & Design tool that translates American Sign Language hand signs into English words. It uses Tensorflow object detection API and a transfer learning model.
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ASL_to_English is an open-source project designed to read hand signs and translate them into English words. It leverages the Tensorflow object detection API and a transfer learning model built from a pre-trained ssd_mobilenet model. The tool's dataset is manually created by collecting images from a webcam for specific American Sign Language signs, including "Hello," "I Love You," "Thank you," "Please," "Yes," and "No." Image annotations are performed using the LabelImage tool. This project aims to bridge communication gaps by providing a practical application for ASL translation.
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