Real-time sign language recognition system built with computer vision and a Teachable Machine model. The application uses a webcam to detect a hand, preprocess the gesture, classify it into a letter ...

Uses a ResNet50 convolutional backbone—pretrained on the ImageNet dataset. The ResNet50’s original top layer is fed into a Global Average Pooling layer to produce a compact feature vector. That vector ...