Zero vs Count Camera

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.

Are you still manually counting a pile of chopsticks and skewers, which is time-consuming and laborious? The "Counting Skewer Wonder" is specifically designed for counting elongated items. Whether it's skewers in a hot pot restaurant, spare chopsticks in a restaurant, or bamboo or wooden skewers in a craft workshop, just take a simple photo, and the intelligent recognition will instantly complete the count. Say goodbye to repetitive counting and counting errors, and make tedious counting efficient and quick. Core function, precisely adapting to needs • Intelligent recognition and counting: Align the items to be counted (chopsticks, skewers, bamboo skewers, etc.) and take a photo. The AI algorithm quickly recognizes the elongated contours, outputting the precise quantity in 1 second. It supports various placement methods such as single-layer tiled and small-quantity stacked, with an accuracy rate of up to 99%. •Batch counting mode: Optimized for merchant scenarios, it supports the one-time capture of a large number of skewers/chopsticks (up to 500 pieces can be recognized), automatically filters out clutter interference, and eliminates the need for manual sorting, significantly saving counting time. •Custom classification management: Users can create classification labels such as "hot pot skewers", "chopsticks", and "bamboo skewers". The counting results are automatically associated with the classification, and historical records can be queried and exported for easy reconciliation, statistics, and inventory management. •Worry-free offline use: The core recognition function supports offline operation, enabling normal counting even in a network-free environment. It is suitable for various scenarios such as night markets and mobile stalls, eliminating concerns about signal issues. • Food and beverage merchants: Hot pot restaurants, skewered food shops, and barbecue restaurants can quickly count the number of skewers consumed by guests, enabling efficient settlement and reducing customer waiting time; restaurant kitchens can also conduct inventory checks on spare chopsticks and tableware skewers to optimize inventory management. • Efficient and time-saving: Traditional manual counting of 100 skewers takes 3-5 minutes, while the "skewer counting device" takes only 1 second, achieving a hundredfold increase in efficiency; • Precise and error-free: AI visual recognition technology combined with a specially optimized model for recognizing elongated objects, avoids the omissions and duplications in manual counting; • Minimalistic Operation: No need for complex settings. Just open the app, aim and shoot, and get the result. Even the elderly and children can easily use it. Whether it's for enhancing business efficiency or meeting daily counting convenience needs, the "Counting Token Wonder" can be your right-hand assistant, ensuring every count is accurate, fast, and hassle-free! [Member Benefits Description] - Obtain access to all functions - Obtain unlimited usage [Description of automatic renewal membership package] - Subscription period: Permanent (no time limit, one-time activation, permanent use); - Subscription price: The product price is $17.99; - Subscription period: one month (subscribed once and used for one month); - Subscription price: The product price is $0.99; - Subscription period: one year (one year, one subscription, one year of use); - Subscription price: The product price is $7.99; - Privacy Protection Statement https://ddx-data.dangdangxue.cn/agreement/private.pdf - Membership Agreement https://ddx-data.dangdangxue.cn/agreement/poetry_account_vip.pdf If you have any suggestions or questions, please feel free to leave a comment or contact us directly Email: dangdangxue@163.com