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vickycs50's Projects

aesthetics icon aesthetics

Image Aesthetics Toolkit - includes Fisher Vector implementation, AVA (Image Aesthetic Visual Analysis) dataset and fast multi-threaded downloader

cancelout icon cancelout

CancelOut is a layer for deep neural networks, that can help identify a subset of relevant input features for streaming or static data.

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

clrs icon clrs

:notebook:Solutions to Introduction to Algorithms

covid-19-detection-flask-app-based-on-chest-x-rays-and-ct-scans icon covid-19-detection-flask-app-based-on-chest-x-rays-and-ct-scans

COVID-19 Detection Chest X-rays and CT scans: COVID-19 Detection based on Chest X-rays and CT Scans using four Transfer Learning algorithms: VGG16, ResNet50, InceptionV3, Xception. The models were trained for 500 epochs on around 1000 Chest X-rays and around 750 CT Scan images on Google Colab GPU. A Flask App was later developed wherein user can upload Chest X-rays or CT Scans and get the output of possibility of COVID infection.

cyvlfeat icon cyvlfeat

A thin Cython wrapper around select areas of vlfeat

dagmm icon dagmm

My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection

deeplearning-notes icon deeplearning-notes

:blue_book: 记录深度学习的学习过程和资料整理,包括计算机视觉CV、Paper解读等...

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

dsmil-wsi icon dsmil-wsi

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

emanet icon emanet

The code for Expectation-Maximization Attention Networks for Semantic Segmentation (ICCV'2019 Oral)

esmil icon esmil

An embarrassingly simple approach to neural multiple instance classification

external-attention-pytorch icon external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

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