Discover zabir-nabil/go-learn Open Source project

Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network

eeg-rsenet

Automatic Skin Lesion Segmentation and Melanoma Detection: Transfer Learning approach with U-Net and DCNN-SVM

lesion-segmentation-melanoma-tl

Extension of the `Attention Augmented Convolutional Networks` paper for 1-D convolution operation.

keras-attn_aug_cnn

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

text-image-denoiser

Bangla news classification and generation

bangla-news-rnn

Simple gRPC with images in python.

simple-gRPC

covid19-few-shot-learning

Keras implementation of ImageBERT from Microsoft

imagebert-keras

bangla-image-search

A dead-simple image search and image-text matching system for Bangla using CLIP

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.

Fibro-CoSANet

Classification of ECG signals by dot Residual LSTM Network for anomaly detection

dot-res-lstm

Python wrapper for cross platform tesseract OCR engine with multiple languages (e.g. Bangla)

autoocr

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

keras-human-pose

CLIP (Contrastive Language–Image Pre-training) for Bangla.

bangla-CLIP

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

qt-motion-analysis

A ready-to-use pytorch dataloader for audio classification, speech classification, speaker recognition, etc. with in-GPU augmentations

torch-speech-dataloader

DWT with coif_2, level 3 decomposition, subject A, subject C, 5 channels, 10 features (AAC, DASDV, IEMG, MAV, MMAV2, MYOP, RMS, SSC, SM2, LOG, WL) 50 features in total, 3 classes : left hand, right hand, leg

hybrid-dataset-eeg

Sarcasm Detection using LSTM, GRU, and RoBERTa on SARC (reddit), sarcasm_v2, and iSARCASM (twitter) datasets

sarcasm-detection-roberta

Python script to run k-means clustering on any yolov3 format dataset to find appropriate anchors

yolov3-anchor-clustering

🐾 Semantic segmentation of paws from cute pet images

paw-segmentation

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

activity-recognition-abc

A python library for generating different permutations of audible segments from audio files.

audioperm

Stock price prediction on Yahoo finance API data

stock-price-lstm

'Autonomous driving system with Machine Learning' in Matlab

autonomous-driving-system

Medical Image Classification

medical-image-TL

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

awesome-speaker-recognition-verification

darknet-multi-gpu-parallel

running multiple darknet models in parallel in multi-gpu setup

A comprehensive collection of multilingual datasets and large language models, meticulously curated for evaluating and enhancing the performance of large language models across diverse languages and tasks.

awesome-multilingual-large-language-models

What-If-Explainability

Explaining Trees (LightGBM) with FastTreeShap (Shapley) and What if tool

NLP Automated Essay Scoring with BERT

nlp-auto-essay-scoring

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

darknet-fastapi-modelserver

Face liveness with ONNX runtime

onnx-face-liveness

Templates for working with Flask-RESTful

flask_restful

A lightweight fast data streaming library for raspberry pi in python.

picast

Notebook demos + tutorials for Vertex AI (training, deployment, explainability, monitoring, etc.)

VertexAI-notebook-demos

Competitive-Programming

This repo contains solution to some of the problems I solved in different 'OJ's.

C++

EmotionsInTheWild-CNN-Benchmarks

Emotion (Context + Facial) recognition in the wild using ConvNets (EfficientNet, ResNet, ResNext)

A robust learning scheme by proposing a novel augmentation algorithm that scales to emulate a large set of image degradation and occlusion policies

spark-augmentation

A study guide for preparing for the GCP Professional Machine Learning Certification in one week or less.

gcp-ml-certification

pyemotivcortexv2

Simply written emotiv cortex API v2 in python to get data from emotiv headsets

weather-dashboard

Weather Search Dashboard

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]

bangla-synthetic-license-plates

crowdsource-voice-research

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

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

pikwizard-image-downloader

PyTorch NLP Text Classification (BBC NEWS, StackOverflow Tags)

pytorch-nlp

Simple dashboard with interactive plots with FastAPI

fastapi-dash

ecg-arrythmia

ECG Anomaly Detection

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

whitebox-attack-malware-GAN

speaker recognition in tensorflow 2

tf2-speaker-recognition

Practice codes 4 Matlab & Image Processing

ImP-Mat

Machine Learning Cheatsheets for quick overview.

ml-cheatsheets

speaker-verification-gmm

Speaker verification using Gaussian Mixture Model (GMM)

code implementations from book deep learning by goodfellow

gpt-rl-human-feedback

deep-learning-goodfellow

dsp-matlab-cpp

Digital Signal Processing in Matlab & C++

Fastest bit manipulations, bit tricks, optimization code snippets in python

python-bit-tricks

FEGPA

Face Emotion, Gaze estimation, Pose estimation Annotation tool.

ECAPA-TDNN-tensorflow

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

paraphrase-tool

yolov4 environment, docker, grpc server

yolov4-docker-grpc

tf-model-server4-yolov3

Simple code base and instructions to convert yolov3 darknet weights to tensorflow .pb to serve @ tensorflow model server

Cody-Challange

Matlab Cody

Expeditious GRE preparation in a week! https://www.youtube.com/watch?v=VTKowCh43co

30-days-gre-preparation

ACPR alpha, autonomous carom playing robot which improves its performance by playing matches.

ACPR

Human Activity Recognition from Skeletal data (Pose)

activity-recognition-pose

bangla-tts-hts

HTS based bangla text to speech

Perl

fab-lab-python-intro-workshop

Jupyter notebook containing all the codes used in workshop and other resources

Face recognition in python3.

face-recognition-ytube

The list of online courses I'm pursuing (active) and relevant docs prepared on the way.

MOOC

My leetcode solutions written in python 3

kaldi-speaker-recognition

Dockerfile

leetcode-python

drug-drug-interaction

Dummy Implementation, Will update later

fast-wavenet-mel2wav

This repo contains code templates I use for programming contest.

yolov4-cpp-grpc

Code-Templates

C++

online-adaptive-s-norm

Adaptive S normalization suitable for online updates

sre-torch

Losses and metrics for speaker recognition evaluation in PyTorch

pyspeech-loader

Python Speech Data Loader on GPU

ytb-audio-dataset-prep

Download videos from YouTube channels, bulk-convert mp4 to wav, apply vad, and store voice only audios

Remotely spawning docker containers using REST API

remote-docker-spawn

Parameter-Efficient Fine-Tuning (PEFT) of Llama for text summarization.

llama-summarization

pyspid

Python Speaker Identification with Speed

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

bob-plda-docker

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

zoom-participants-report

zabir-nabil.github.io

A blog on sport programming, electronics, signal processing, machine learning and some random stuffs!

dockerfiles-deep-learning

Simple Dockerfiles for fast deep learning experiments

Dockerfile

torch-audio-mobile

Support for a small set of pytorch audio operations for mobile

speaker-recognition-efn-torch

Speaker Recognition using EfficientNet backbone with PyTorch

recommender-rest-api

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

free-ml-journals

algoml-smd

Design and Analysis of {Algorithms, Data Structures}, and {Machine Learning Models} (for sapienmeetsdeus community)

static-chatbot

A simple static randomized response based chatbot

Reads a video file, detects faces from each frame, saves the frames in some* folder and saves the cropped faces in another* folder.

Face-Dataset-Generator