Zabir Al Nazi Nabil (@zabir-nabil)
github

zabir-nabil

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Top repositories

1

bangla-tts

Bangla text to speech, Multilingual (Bangla, English) real-time ([almost] in a GPU) speech synthesis library
Python
74
star
2

eeg-rsenet

Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network
Jupyter Notebook
31
star
3

lesion-segmentation-melanoma-tl

Automatic Skin Lesion Segmentation and Melanoma Detection: Transfer Learning approach with U-Net and DCNN-SVM
Jupyter Notebook
24
star
4

keras-attn_aug_cnn

Extension of the `Attention Augmented Convolutional Networks` paper for 1-D convolution operation.
Jupyter Notebook
24
star
5

text-image-denoiser

deep learning models trained to denoise/deblur text images (signle frame, multi-frame) [pytorch]
Python
20
star
6

bangla-news-rnn

Bangla news classification and generation
Jupyter Notebook
19
star
7

simple-gRPC

Simple gRPC with images in python.
Python
15
star
8

covid19-few-shot-learning

Jupyter Notebook
14
star
9

imagebert-keras

Keras implementation of ImageBERT from Microsoft
14
star
10

awesome-multilingual-large-language-models

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.
14
star
11

bangla-image-search

A dead-simple image search and image-text matching system for Bangla using CLIP
Python
12
star
12

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.
Python
12
star
13

dot-res-lstm

Classification of ECG signals by dot Residual LSTM Network for anomaly detection
Jupyter Notebook
11
star
14

gcp-ml-certification

A study guide for preparing for the GCP Professional Machine Learning Certification in one week or less.
11
star
15

bangla-CLIP

CLIP (Contrastive Language–Image Pre-training) for Bangla.
Python
10
star
16

autoocr

Python wrapper for cross platform tesseract OCR engine with multiple languages (e.g. Bangla)
Python
9
star
17

keras-human-pose

A simple wrapper to localize human joints from images/video frames for multiple subjects.
Jupyter Notebook
9
star
18

qt-motion-analysis

A rugged Qt GUI application for processing webcam frames for ML applications (pose estimation)
Python
9
star
19

sarcasm-detection-roberta

Sarcasm Detection using LSTM, GRU, and RoBERTa on SARC (reddit), sarcasm_v2, and iSARCASM (twitter) datasets
Jupyter Notebook
9
star
20

torch-speech-dataloader

A ready-to-use pytorch dataloader for audio classification, speech classification, speaker recognition, etc. with in-GPU augmentations
Python
8
star
21

hybrid-dataset-eeg

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
Jupyter Notebook
8
star
22

yolov3-anchor-clustering

Python script to run k-means clustering on any yolov3 format dataset to find appropriate anchors
Jupyter Notebook
7
star
23

paw-segmentation

🐾 Semantic segmentation of paws from cute pet images
Jupyter Notebook
7
star
24

activity-recognition-abc

SCAR-Net, Submission to the Cooking Activity Recognition Challenge, ABC: competition track
Jupyter Notebook
7
star
25

audioperm

A python library for generating different permutations of audible segments from audio files.
Jupyter Notebook
7
star
26

stock-price-lstm

Stock price prediction on Yahoo finance API data
Jupyter Notebook
6
star
27

autonomous-driving-system

'Autonomous driving system with Machine Learning' in Matlab
MATLAB
6
star
28

medical-image-TL

Medical Image Classification
Jupyter Notebook
6
star
29

awesome-speaker-recognition-verification

A curated list of awesome speaker recognition/verification papers, projects, datasets, and competition.
6
star
30

darknet-multi-gpu-parallel

running multiple darknet models in parallel in multi-gpu setup
Python
6
star
31

What-If-Explainability

Explaining Trees (LightGBM) with FastTreeShap (Shapley) and What if tool
Jupyter Notebook
6
star
32

nlp-auto-essay-scoring

NLP Automated Essay Scoring with BERT
Jupyter Notebook
5
star
33

darknet-fastapi-modelserver

A simple fastapi model server for darknet (yolov1 to yolov4).
Python
5
star
34

onnx-face-liveness

Face liveness with ONNX runtime
Python
5
star
35

flask_restful

Templates for working with Flask-RESTful
Python
5
star
36

picast

A lightweight fast data streaming library for raspberry pi in python.
Python
5
star
37

VertexAI-notebook-demos

Notebook demos + tutorials for Vertex AI (training, deployment, explainability, monitoring, etc.)
5
star
38

EmotionsInTheWild-CNN-Benchmarks

Emotion (Context + Facial) recognition in the wild using ConvNets (EfficientNet, ResNet, ResNext)
Python
5
star
39

spark-augmentation

A robust learning scheme by proposing a novel augmentation algorithm that scales to emulate a large set of image degradation and occlusion policies
Jupyter Notebook
5
star
40

Competitive-Programming

This repo contains solution to some of the problems I solved in different 'OJ's.
C++
5
star
41

pyemotivcortexv2

Simply written emotiv cortex API v2 in python to get data from emotiv headsets
Python
4
star
42

weather-dashboard

Weather Search Dashboard
HTML
4
star
43

ml-cheatsheets

Machine Learning Cheatsheets for quick overview.
4
star
44

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]
4
star
45

crowdsource-voice-research

Crowdsourcing voice data for audio, speech research. Flask + Jinja2 website with waitress, nginx, and SSL (self-signed certs)
HTML
4
star
46

pikwizard-image-downloader

An image downloader for https://pikwizard.com using Selenium. Copyright-free image downloader.
Python
4
star
47

pytorch-nlp

PyTorch NLP Text Classification (BBC NEWS, StackOverflow Tags)
Jupyter Notebook
4
star
48

fastapi-dash

Simple dashboard with interactive plots with FastAPI
HTML
3
star
49

ecg-arrythmia

ECG Anomaly Detection
Jupyter Notebook
3
star
50

whitebox-attack-malware-GAN

Generating Adversarial Malware Examples for White-Box Attacks Based on GAN
Python
3
star
51

tf2-speaker-recognition

speaker recognition in tensorflow 2
Python
3
star
52

ImP-Mat

Practice codes 4 Matlab & Image Processing
MATLAB
3
star
53

bangla-multilingual-llm-eval

Evaluation of Open and Closed-Source Multi-lingual LLMs for Low-Resource Bangla Language
Jupyter Notebook
3
star
54

speaker-verification-gmm

Speaker verification using Gaussian Mixture Model (GMM)
Jupyter Notebook
3
star
55

gpt-rl-human-feedback

2
star
56

30-days-gre-preparation

Expeditious GRE preparation in a week! https://www.youtube.com/watch?v=VTKowCh43co
Python
2
star
57

deep-learning-goodfellow

code implementations from book deep learning by goodfellow
2
star
58

dsp-matlab-cpp

Digital Signal Processing in Matlab & C++
MATLAB
2
star
59

python-bit-tricks

Fastest bit manipulations, bit tricks, optimization code snippets in python
2
star
60

ECAPA-TDNN-tensorflow

Unofficial tensorflow implementation of ECAPA-TDNN (Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification)
2
star
61

online-adaptive-s-norm

Adaptive S normalization suitable for online updates
2
star
62

paraphrase-tool

Python
2
star
63

FEGPA

Face Emotion, Gaze estimation, Pose estimation Annotation tool.
2
star
64

tf-model-server4-yolov3

Simple code base and instructions to convert yolov3 darknet weights to tensorflow .pb to serve @ tensorflow model server
C
2
star
65

yolov4-docker-grpc

yolov4 environment, docker, grpc server
2
star
66

Cody-Challange

Matlab Cody
MATLAB
1
star
67

go-learn

1
star
68

ACPR

ACPR alpha, autonomous carom playing robot which improves its performance by playing matches.
MATLAB
1
star
69

activity-recognition-pose

Human Activity Recognition from Skeletal data (Pose)
1
star
70

bangla-tts-hts

HTS based bangla text to speech
Perl
1
star
71

fab-lab-python-intro-workshop

Jupyter notebook containing all the codes used in workshop and other resources
HTML
1
star
72

face-recognition-ytube

Face recognition in python3.
Jupyter Notebook
1
star
73

MOOC

The list of online courses I'm pursuing (active) and relevant docs prepared on the way.
MATLAB
1
star
74

kaldi-speaker-recognition

Dockerfile
1
star
75

leetcode-python

My leetcode solutions written in python 3
Python
1
star
76

fast-wavenet-mel2wav

Dummy Implementation, Will update later
Jupyter Notebook
1
star
77

yolov4-cpp-grpc

1
star
78

drug-drug-interaction

Jupyter Notebook
1
star
79

Code-Templates

This repo contains code templates I use for programming contest.
C++
1
star
80

sre-torch

Losses and metrics for speaker recognition evaluation in PyTorch
1
star
81

pyspeech-loader

Python Speech Data Loader on GPU
1
star
82

ytb-audio-dataset-prep

Download videos from YouTube channels, bulk-convert mp4 to wav, apply vad, and store voice only audios
Python
1
star
83

remote-docker-spawn

Remotely spawning docker containers using REST API
Python
1
star
84

llama-summarization

Parameter-Efficient Fine-Tuning (PEFT) of Llama for text summarization.
1
star
85

pyspid

Python Speaker Identification with Speed
Python
1
star
86

bob-plda-docker

A docker container for bob (bob.learn.em) signal processing, machine learning, and biometrics toolkit in python 3.5
Python
1
star
87

zoom-participants-report

Generating a report with the list of participants from zoom recording file / screenshot
1
star
88

zabir-nabil.github.io

A blog on sport programming, electronics, signal processing, machine learning and some random stuffs!
1
star
89

dockerfiles-deep-learning

Simple Dockerfiles for fast deep learning experiments
Dockerfile
1
star
90

torch-audio-mobile

Support for a small set of pytorch audio operations for mobile
1
star
91

speaker-recognition-efn-torch

Speaker Recognition using EfficientNet backbone with PyTorch
1
star
92

recommender-rest-api

Python
1
star
93

free-ml-journals

List of journals in the machine learning, computer vision, biomedical image processing domain without APC
1
star
94

algoml-smd

Design and Analysis of {Algorithms, Data Structures}, and {Machine Learning Models} (for sapienmeetsdeus community)
1
star
95

static-chatbot

A simple static randomized response based chatbot
Python
1
star
96

Face-Dataset-Generator

Reads a video file, detects faces from each frame, saves the frames in some* folder and saves the cropped faces in another* folder.
MATLAB
1
star