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Esha Sadia's Projects

2021-cvpr-completer icon 2021-cvpr-completer

PyTorch implementation for COMPLETER: Incomplete Multi-view Clustering via Contrastive Prediction (CVPR 2021)

bcnet icon bcnet

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

bpr icon bpr

code for `Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation`

centermask icon centermask

CenterMask : Real-Time Anchor-Free Instance Segmentation, in CVPR 2020

dncnn-tensorflow icon dncnn-tensorflow

:octocat::octocat:A tensorflow implement of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

drca_net icon drca_net

This Repository is project directory of the Distance Regression and Classification Network (DRCA-Net).DRCA-net is convolutional neural network developed using tensorflow and tensorpack. In this work i perform nuclei instance segmentation and type classification in parallel using a end-to-end trainable convolutional neural network.

dsc icon dsc

released code for CVPR2021: Deeply Shape-guided Cascade for Instance Segmentation

fanet icon fanet

This is an optimized and efficient scene segmentation model which exploits multi-scale feature fusion technique for capturing contextual information from the scene. This model produces less parameters and FLOPS compare to many existing real-time scene segmentation model.

fat-net icon fat-net

Official implementation of our FAT-Net (Medical Image Analysis)

grad_mix icon grad_mix

GradMix for nuclei segmentation and classification in imbalanced pathology image datasets: MICCAI 2022

hover_net icon hover_net

Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.

hovernet_inference icon hovernet_inference

HoVer-Net inference code for simultaneous nuclear segmentation and classification

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