Name: Sharif Amit Kamran, PhD
Type: User
Company: Johnson & Johnson
Bio: Working on Deep learning for Bio-medical Imaging and Computer Vision.
Designing robust generative architectures trained with limited data.
Twitter: dopplerganger12
Location: Reno, Nevada
Blog: www.sharifamit.com
Sharif Amit Kamran, PhD's Projects
Using the JOGL library, creation of an animated house with a monster, originally designed by Guillaume KURKDJIAN.
[iScience] [Tensorflow] Subcellular Signal Segmenting Spatiotemporal Model.
All my work for the AEOP internship
code for reading and processing Allen Institute for Brain Science data
[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
[ICPR'20] [Tensorflow] Synthesizing Fluorescein Angiography from Retinal Fundus Images using Attention based GAN
[Caffe] A deep convnet developed for semantic segmentation task.
Caffe: a fast open framework for deep learning.
[Pillow] Denoising Images retrieved from Confocal Calcium Imaging.
[OpenCV] Course assignments for Computer Vision.
Traffic Sign Classification with Deep Hierarchical Convolutional Neural Network
Deep Learning GPU Training System
[SAIN'18] [Caffe] A dilated version of FCN with Stride 2 for Efficient Semantic Segmentation
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
[ISVC'20] [Tensorflow] Generating Fluroscein Angiography from Fundus Photography using Conditional GAN
Using PHP, JS and MySQLI building an online house rental website
Huffman compression algorithm made with python
IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks. High-accuracy medical retina (eye) image segmentation.
CVPR'20 paper `Image Processing Using Multi-Code GAN Prior`
benchmarking challenge for finding neurons in imaging data
[ICMLA'19] [Tensorflow] Classifying different Retinal Diseases using Deep Learning from Optical Coherence Tomography Images
Residual Attention Network for Image Classification
[MICCAI'22-OMIA] [Tensorflow] Improving robusntess and transferability using Robust Feature Representation Learning Network
[ICIP'20] [Tensorflow] Improving robustness using Joint Supervised-Unsupervised Network for OCT images
[MICCAI'21] [Tensorflow] Retinal Vessel Segmentation using a Novel Multi-scale Generative Adversarial Network
[Tensorflow] A Game Theoretic approach using GAN for Phishing URL synthesis and detection