<p>Smart contracts backed by artificial intelligence hold the key to a better tomorrow. As smart contracts begin to incorporate artificial intelligence, many previously steady marketplaces might instantly turn unpredictable. A smart contract is a program that operates autonomously on a blockchain. The program's decentralization ensures its safety, openness, and credibility. However, since they are static in essence and cannot adapt to new circumstances due to their immutable nature, these programs are limited in the tasks they perform. As a remedy for this shortcoming, we propose a few novel use cases where we solve some of the huge problems in a wide array of domains by incorporating Artificial Intelligence in these programs called Smart Contract. With consideration of hardware and new frameworks, this manuscript also discusses the potential of utilizing AI in such contracts. We describe the usage of AI to monitor the activity of these smart contracts in real- time and to provide an alert if an attack seems imminent. We also offer a new approach for marketing businesses and organizations on the blockchain (DAO) that is likewise decentralized and makes use of AI in the smart contract to enable incentivization. The use of AI in Smart Contracts also opens the door to the possibility of other applications, such as Fashion Design in Gaming.</p>

Document deskewing is a fundamental problem in document image processing. While existing methods have limitations, such as Hough Line Transformation that can deskew images upside down, and Deep Learning models that require huge amounts of human labour and computational resources and still fail to deskew while taking care of orientation, OCR-based methods also struggle to read text when it is tilted. In this paper, we propose a novel, simple, cost-effective deep learning method for fixing the skew and orientation of documents. Our approach reduces the search space for the machine learning model to predict whether an image is upside down or not, avoiding the huge search space of predicting an angle between 0 and 360. We finetuned a MobileNetV2 model, which was pre-trained on imagenet, using only 200 images and achieve good results. This method is useful for automation-based tasks, such as data extraction using OCR technology, and can greatly reduce manual labour.

<p>Smart contracts backed by artificial intelligence hold the key to a better tomorrow. As smart contracts begin to incorporate artificial intelligence, many previously steady marketplaces might instantly turn unpredictable. A smart contract is a program that operates autonomously on a blockchain. The program's decentralization ensures its safety, openness, and credibility. However, since they are static in essence and cannot adapt to new circumstances due to their immutable nature, these programs are limited in the tasks they perform. As a remedy for this shortcoming, we propose a few novel use cases where we solve some of the huge problems in a wide array of domains by incorporating Artificial Intelligence in these programs called Smart Contract. With consideration of hardware and new frameworks, this manuscript also discusses the potential of utilizing AI in such contracts. We describe the usage of AI to monitor the activity of these smart contracts in real- time and to provide an alert if an attack seems imminent. We also offer a new approach for marketing businesses and organizations on the blockchain (DAO) that is likewise decentralized and makes use of AI in the smart contract to enable incentivization. The use of AI in Smart Contracts also opens the door to the possibility of other applications, such as Fashion Design in Gaming.</p>