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YOLOv3-KCF-Fast-Object-Tracker
YOLOv3-KCF-Fast-Object-Tracker PublicA fast object tracking pipeline that uses a combination of YOLO's accurate detection and KCF's fast tracking to track a particular object from the Coco dataset
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Neoplastic-Cell-Nuclei-Segmentation-using-Mask-R-CNN
Neoplastic-Cell-Nuclei-Segmentation-using-Mask-R-CNN PublicThis project uses a state-of-the-art object detection and segmentation model called as the Mask R-CNN to detect and segment neoplastic cell nuclei from whole-slide images. The motivation behind thi…
Jupyter Notebook 1
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Blind-Motion-Deblurring-for-Legible-License-Plates-using-Deep-Learning
Blind-Motion-Deblurring-for-Legible-License-Plates-using-Deep-Learning PublicThis project deals with blind motion deblurring using a combination of Weiner Deconvolution and Deep Learning techniques to estimate the length and angle parameter of the Point-Spread Function
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ResNet-on-Tiny-Imagenet-from-scratch
ResNet-on-Tiny-Imagenet-from-scratch PublicIn this project I built and trained a ResNet model from scratch on Standford's tiny imagenet dataset which is used in their CNN course
Python
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3d-Object-Classification-using-PointNet
3d-Object-Classification-using-PointNet PublicThis project highlights the use of deep learning for 3d point cloud classification of common objects using Standford's ShapeNet dataset
Python 1
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Sensor-Fusion-for-Object-Detection
Sensor-Fusion-for-Object-Detection PublicThis project focuses on performing early sensor fusion of raw camera and lidar data to faciliate detecting objects and estimating their depth information.
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