Natural scene number detection:◦Implemented a CNN model to generate natural scene number recognition model to read multi-digit numbers from images.◦Also implemented an alternate approach by applying image processing techniques to make the text readable by Tesseract.Video quality assessment:◦Did thorough literature survey on reference video quality assessment techniques and image similarity index measurementtechniques.◦Implemented Multi Scale Structural Similarity Index Measure algorithm to assess quality of videos producing requiredoptimal accuracy-speed trade off.