QuickCount vs Zero

QuickCount App is a handy and useful statistics tool designed to help users count objects quickly and accurately. The latest version supports multi-type recognition with no fixed category limits, allowing users to count many kinds of objects in different scenarios. Simply take a picture, and QuickCount automatically identifies objects and delivers fast, accurate counting results. Key Features: -Computing hundreds of objects takes only 1 second -Manually add and delete statistical results -Save statistics -Multi-type recognition with no fixed category limits -More recognition capabilities are constantly being improved -QuickCount is very easy to use With QuickCount, you can use the camera to count many kinds of objects in just one second, making object counting faster and easier than ever. Privacy Policy: https://quikcount.app/privacy Terms of Use: https://quikcount.app/terms

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.