PiCast - A lightweight fast data streaming library for raspberry pi in python

For images, TCP protocol is used, and for sensor data / other parameters UDP is used.

Stock Price Prediction using LSTM

Stock price prediction on Yahoo finance API data using Bi-directional LSTM.

Weather Search & Dashboard

Climate AI Dashboard / Weather Forecast Dashboard using FastAPI, Jinja2, d3.js, and OpenWeatherMap.

PyTorch Speech Dataloader (torch-speech-dataloader)

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

Face Liveness Detection (ONXX)

An EfficientNet-b0 model trained on face liveness detection dataset and converted to ONXX.

Semantic segmentation of paws from pet images

A PyTorch implementation of semantic segmentation of paws from pet images.

Emotions In The Wild CNN Benchmarks

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

Text Image Denoiser

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

Bangla News Classification

A baseline with Bi-directional LSTM for 400k+ bangla news samples with 25+ categories.

Crowdsourcing voice data for audio, speech research

Flask + Jinja2 website with waitress, nginx, and SSL (self-signed certs).

NLP Automated Essay Scoring with BERT

Regression with BERT.

Drug Drug Interaction using Bio-BERT

Bio-BERT results on Drug-Drug Interaction Extraction 2011 Dataset.

Text Paraphrasing Tool using Transformers

A simple paraphrasing tool programme using transformers.