A device may receive, from a user device, a request to activate a transaction card. The device may verify an image as a non-fraudulent image based on the metadata associated with the image and a verified identity of the user device or a user of the user device based on the data associated with the user device. The device may process the image using an image processing technique to extract information from the image. The device may identify the transaction card to be activated by performing a lookup of the extracted information in a data structure. The device may perform one or more actions related to completing an activation of the transaction card.