Applying steganography for the images like JPEG is not straight forward process due to its lossy compression. The objective of this paper is to carry out a brief research on steganography. Based on the research findings, develop and implement a steganographic application to hide data in a computer image file, as well as retrieve the hidden data from the image containing the hidden data and improving the hiding capacity by encrypting and compressing the data.