Predict Vehicle collision moments before it happens in Carla!. CNN and LSTM hybrid architecture is used to understand a series of images.

Real-time driver distraction detection using time-distributed convolutional LSTM network for mobile platforms

Gesture recognition using Convolutional Neural Networks

This system recognizes five intuitive gestures to control your viewing experience: Thumb Up increases the volume, Thumb Down decreases it. A Left Swipe rewinds 10 seconds, while a Right Swipe jumps forward by 10 seconds. The Stop gesture pauses the content, providing a seamless, hands-free way to interact with your media.

emotion recognition using the ravdess dataset with CNN and Time series

SMS Spam Classification using TimeDistributed Layer