Security Enhancement in ATMs through Helmet wear Detection

Security Enhancement in ATMs through Helmet wear Detection Implementation Details: ———————— 1. We are using Object detection method here. 2. We used yolo data set for detecting helmet object 3. The aim of project is giving security alert to bank manager if a person wears a helmet inside ATM machine room 4. The person may carry a helmet also. 5. But we defined our problem of identifying helmet if wear by a person 6. For this we considered finding skin inside the helmet 7. We define a threshold value for…

Read More

Luggage detection and approval in Airports using CBIR -Content based Image retrieval

Luggage detection and approval in Airports using CBIR (Content based Image retrieval) —————————————————————————————– 1. We have collected luggage dataset from google 2. We are Extracting the features and stored in file called “dataset.csv” 3. Input image is taken 4. Find the object using Coco model (object detection), we identified Luggage objects 5. Cropped the image and stored separately 6. Object is compared with the data set features and using CBIR, we arrive score level 7. If the objects score are <=10, we approved the luggage 8. Similarly done for video…

Read More