The vulnerability of digital images is growing towards manipulation. Thus Jaypee Institute of Information & Technology is motivated an area of research to deal with digital image forgeries. The certifying origin and content of digital images is an open problem in the multimedia world. Therefore, State Technologies suggested, provided & deployed Workstations with Nvidia Geforce 2080Ti GPUs to enable Using MATLAB. JIIT find the truth of images, finding the presence of any type of contrast enhancement. A simple machine learning tool was used to detect the presence of histogram equalization using statistical parameters of DC Discrete Cosine Transform (DCT) coefficients. The statistical parameters of the Gaussian Mixture Model (GMM) fitted to DC DCT coefficients were used as features for classifying original and histogram equalized images. An SVM classifier have been developed to classify original and histogram equalized image which detected histogram equalized image with accuracy greater than 95 % when false rate is less than 5 %. JIIT was extremely satisfied with the output of Workstations & GPUs
Bharat Broadband Network Ltd. Under Ministry of Communication & IT, Department of Telecommunications, is for setting up of National Optical Fibre Network (NOFN) on 25/10/211 to provide connectivity to 2,50,000 Gram Panchayats of the country, which would ensure broadband connectivity with adequate bandwidth. As there was an increase in the manpower hence faced the issue of space constraint. BBNL always of the view of a decluttered workspace, hence was looking out for a desktop computer that should occupy minimum space. We knew that there was some truth to how such streamlined design can influence happier, healthier workers. That is why we suggested Lenovo All-in-One, it has solved BBNL’s issue of space constraint also embraced style & substance. We not even configured the Lenovo’s AIOs for the users but also migrated the data too. BBNL was amazed to see the reduction in the use of real estate & power. The impact so that BBNL have passed the mandate for only procuring a AIOs.