Zero vs MeetFlow AI

A zero-shot object counting app is an app that counts objects without the need to specify what to count. Just present an image, and the app automatically identifies visually similar objects in the image and counts them. This is enabled by an innovative architecture consisting of a ViT-based encoder and a convolutional decoder, capable of extracting features from image and turning it into a "heat map" where each object is represented by a dot. Conventional methods are then used to count the dots in the "heat map". Note that this app only provide a rough estimation of the object count. Estimations may be inaccurate or incorrect. Do not rely on the results.

MeetFlow AI helps you translate multilingual conversations in real time. Use MeetFlow AI to follow live discussions more easily, review translated speech, and support cross-language communication during meetings and conversations. Features: • Real-time live translation • Multiple target languages • Sign in with Apple, Google, or Facebook • Clean conversation view for ongoing discussions Optional subscription features: • Meeting Minutes generation (Subscription required) • Conversation history (Subscription required) • Export options (Subscription required) • Voice playback for translated content (Subscription required) Some features require an active subscription and are clearly marked inside the app before use.