SharifAmit
Working on Deep learning for Bio-medical Imaging and Computer Vision. Designing robust generative architectures trained with limited data.
Johnson & JohnsonReno, Nevada
Pinned Repositories
4SM
[iScience] [Tensorflow] Subcellular Signal Segmenting Spatiotemporal Model.
Attention2Angio
[ICPR'20] [Tensorflow] Synthesizing Fluorescein Angiography from Retinal Fundus Images using Attention based GAN
DilatedFCNSegmentation
[SAIN'18] [Caffe] A dilated version of FCN with Stride 2 for Efficient Semantic Segmentation
Fundus2Angio
[ISVC'20] [Tensorflow] Generating Fluroscein Angiography from Fundus Photography using Conditional GAN
HouseRent
Using PHP, JS and MySQLI building an online house rental website
OpticNet-71
[ICMLA'19] [Tensorflow] Classifying different Retinal Diseases using Deep Learning from Optical Coherence Tomography Images
RFRL-Net
[MICCAI'22-OMIA] [Tensorflow] Improving robusntess and transferability using Robust Feature Representation Learning Network
RVGAN
[MICCAI'21] [Tensorflow] Retinal Vessel Segmentation using a Novel Multi-scale Generative Adversarial Network
Semi-supervised-Phishing-Detection-GAN
[Tensorflow] A Game Theoretic approach using GAN for Phishing URL synthesis and detection
VTGAN
[ICCV'21] [Tensorflow] Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers
SharifAmit's Repositories
SharifAmit/RVGAN
[MICCAI'21] [Tensorflow] Retinal Vessel Segmentation using a Novel Multi-scale Generative Adversarial Network
SharifAmit/VTGAN
[ICCV'21] [Tensorflow] Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers
SharifAmit/DilatedFCNSegmentation
[SAIN'18] [Caffe] A dilated version of FCN with Stride 2 for Efficient Semantic Segmentation
SharifAmit/OpticNet-71
[ICMLA'19] [Tensorflow] Classifying different Retinal Diseases using Deep Learning from Optical Coherence Tomography Images
SharifAmit/Attention2Angio
[ICPR'20] [Tensorflow] Synthesizing Fluorescein Angiography from Retinal Fundus Images using Attention based GAN
SharifAmit/Semi-supervised-Phishing-Detection-GAN
[Tensorflow] A Game Theoretic approach using GAN for Phishing URL synthesis and detection
SharifAmit/HouseRent
Using PHP, JS and MySQLI building an online house rental website
SharifAmit/Fundus2Angio
[ISVC'20] [Tensorflow] Generating Fluroscein Angiography from Fundus Photography using Conditional GAN
SharifAmit/HuffmanCoding
Huffman compression algorithm made with python
SharifAmit/Robust_Joint_Attention
[ICIP'20] [Tensorflow] Improving robustness using Joint Supervised-Unsupervised Network for OCT images
SharifAmit/CalDenoise
[Pillow] Denoising Images retrieved from Confocal Calcium Imaging.
SharifAmit/IterNet
IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks. High-accuracy medical retina (eye) image segmentation.
SharifAmit/4SM
[iScience] [Tensorflow] Subcellular Signal Segmenting Spatiotemporal Model.
SharifAmit/RFRL-Net
[MICCAI'22-OMIA] [Tensorflow] Improving robusntess and transferability using Robust Feature Representation Learning Network
SharifAmit/3DHouseMonsterAnimation
Using the JOGL library, creation of an animated house with a monster, originally designed by Guillaume KURKDJIAN.
SharifAmit/AEOP-work
All my work for the AEOP internship
SharifAmit/AllenSDK
code for reading and processing Allen Institute for Brain Science data
SharifAmit/anycost-gan
[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
SharifAmit/Bsc_Thesis_SemanticSegmentation
[Caffe] A deep convnet developed for semantic segmentation task.
SharifAmit/CS685_Computer_Vision
[OpenCV] Course assignments for Computer Vision.
SharifAmit/Deep_Learning_Traffic_Sign_Classification
Traffic Sign Classification with Deep Hierarchical Convolutional Neural Network
SharifAmit/fcn.berkeleyvision.org
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
SharifAmit/mganprior
CVPR'20 paper `Image Processing Using Multi-Code GAN Prior`
SharifAmit/MorseToAsciiDictionary
SharifAmit/neurofinder
benchmarking challenge for finding neurons in imaging data
SharifAmit/Nuclei-Detection
SharifAmit/Project2_ML_CS_UNR
SharifAmit/SharifAmit
SharifAmit/sharifamit.github.io
SharifAmit/Swin-VFTR
PyTorch Implementation of Swin-VFTR