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Mandar's Projects

image_process1 icon image_process1

DIGITAL IMAGE PROCESSING,A Course project which deals with different image processing techniques. Due to this project I am studying and designing algorithms for morphological transforms, nonlinear filtering and texture segmentation. I have dealt with raw unprocessed image with noise to produce an enhanced image after applying morphological transform and appropriate filter. Applications areas are Object recognition, bio-metrics, medical etc.

lux-design-2021 icon lux-design-2021

Home to the design and engine of the @Lux-AI-Challenge Season 1, hosted on @kaggle

motion-tracking- icon motion-tracking-

In this project, we label observations (3D points) using greedy and Hungarian algorithm and use the observed data to update our prediction model, providing correctly labeled observations with predictions filled in where observations are missing.

texture-segmentation- icon texture-segmentation-

Learn to segment different textures in an image using Gabor filter. Implement Gabor filter in Matlab.

transfer-learning icon transfer-learning

In this project, we modified and retrained an existing pre-trained CNN (vgg16) to detect airplanes in the images.

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