beatrice-tash

beatrice-tash's Stars

• zabir-nabil/text-image-denoiser

  deep learning models trained to denoise/deblur text images (signle frame, multi-frame) [pytorch]

  Language:Python26237

• zabir-nabil/Fibro-CoSANet

  Idiopathic pulmonary fibrosis (IPF) is a restrictive interstitial lung disease that causes lung function decline by lung tissue scarring. Although lung function decline is assessed by the forced vital capacity (FVC), determining the accurate progression of IPF remains a challenge. To address this challenge, we proposed Fibro-CoSANet, a novel end-to-end multi-modal learning-based approach, to predict the FVC decline. Fibro-CoSANet utilized CT images and demographic information in convolutional neural network frameworks with a stacked attention layer. Extensive experiments on the OSIC Pulmonary Fibrosis Progression Dataset demonstrated the superiority of our proposed Fibro-CoSANet by achieving the new state-of-the-art modified Laplace Log-Likelihood score of -6.68. This network may benefit research areas concerned with designing networks to improve the prognostic accuracy of IPF.

  Language:Python19214

• zabir-nabil/covid19-few-shot-learning

  Language:Jupyter Notebook17100

• zabir-nabil/awesome-speaker-recognition-verification

  A curated list of awesome speaker recognition/verification papers, projects, datasets, and competition.

  15202

• zabir-nabil/keras-human-pose

  A simple wrapper to localize human joints from images/video frames for multiple subjects.

  Language:Jupyter Notebook13213

• zabir-nabil/qt-motion-analysis

  A rugged Qt GUI application for processing webcam frames for ML applications (pose estimation)

  Language:Python13203

• zabir-nabil/activity-recognition-abc

  SCAR-Net, Submission to the Cooking Activity Recognition Challenge, ABC: competition track

  Language:Jupyter Notebook1120

• zabir-nabil/bangla-synthetic-license-plates

  A Bangla license plates dataset (synthetic), generated with a mixture of deep learning and image processing. The labels are in darknet yolo format. [.txt, .data, .names]

  1131

• zabir-nabil/pikwizard-image-downloader

  An image downloader for https://pikwizard.com using Selenium. Copyright-free image downloader.

  Language:Python820

• zabir-nabil/flask_restful

  Templates for working with Flask-RESTful

  Language:Python710

• zabir-nabil/paw-segmentation

  🐾 Semantic segmentation of paws from cute pet images

  Language:Jupyter Notebook720

• zabir-nabil/stock-price-lstm

  Stock price prediction on Yahoo finance API data

  Language:Jupyter Notebook6201

• zabir-nabil/whitebox-attack-malware-GAN

  Generating Adversarial Malware Examples for White-Box Attacks Based on GAN

  Language:Python6201

• zabir-nabil/darknet-fastapi-modelserver

  A simple fastapi model server for darknet (yolov1 to yolov4).

  Language:Python5202

• zabir-nabil/nlp-auto-essay-scoring

  NLP Automated Essay Scoring with BERT

  Language:Jupyter Notebook520

• zabir-nabil/onnx-face-liveness

  Face liveness with ONNX runtime

  Language:Python5202

• zabir-nabil/crowdsource-voice-research

  Crowdsourcing voice data for audio, speech research. Flask + Jinja2 website with waitress, nginx, and SSL (self-signed certs)

  Language:HTML420

• zabir-nabil/fastapi-dash

  Simple dashboard with interactive plots with FastAPI

  Language:HTML4201

• zabir-nabil/tf2-speaker-recognition

  speaker recognition in tensorflow 2

  Language:Python4211

• zabir-nabil/weather-dashboard

  Weather Search Dashboard

  Language:HTML420

• zabir-nabil/drug-drug-interaction

  Language:Jupyter Notebook2201

• zabir-nabil/ECAPA-TDNN-tensorflow

  Unofficial tensorflow implementation of ECAPA-TDNN (Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification)

  220

• zabir-nabil/online-adaptive-s-norm

  Adaptive S normalization suitable for online updates

  220

• zabir-nabil/paraphrase-tool

  Language:Python220

• zabir-nabil/bob-plda-docker

  A docker container for bob (bob.learn.em) signal processing, machine learning, and biometrics toolkit in python 3.5

  Language:Python120

• zabir-nabil/free-ml-journals

  List of journals in the machine learning, computer vision, biomedical image processing domain without APC

  120

• zabir-nabil/kaldi-speaker-recognition

  Language:Dockerfile120

• zabir-nabil/speaker-recognition-efn-torch

  Speaker Recognition using EfficientNet backbone with PyTorch

  120

• zabir-nabil/torch-audio-mobile

  Support for a small set of pytorch audio operations for mobile

  120

• zabir-nabil/zoom-participants-report

  Generating a report with the list of participants from zoom recording file / screenshot

  120