HOTSONHONET's repositories
Facial-Emotion-Detector
I have build a facial emotion detector web app. In this project, I used keras API with tensorflow as backend, OpenCV and flask. This project has 3 distinctive parts:- EXPRESSION REGRESSOR #Using keras I trained a model with images of 7 different facial expressions (happy, angry, sad, disgust, neutral, surprise, fear). During this model development, I faced class imbalance problem which I tackled with ImageDataGenerator. FACE DETECTOR #The next part was capturing images from my webcam and detecting faces. I accomplished this task by OpenCV's face detector (haarcascade_frontalface_default.xml). So, basically the faces that were detected were feeded to my expression regressor model and the predicted emotion were shown on the camera screen. MODEL DEPLOYMENT #The final part was model deployment, for which I used flask framework. An interesting thing about this project is that it also detect facial emotions in videos or images with just one line change in code.
GeneSegmenting
A simple script file to segregate exon units from a given genomic sequence
Pandemos-COC
Pandemos is a tool for patients all over India (hopefully in future it will be available to all people) to make effective decisions while choosing a hospital for treatment
VideoSurvillance
This is simple application which can automatically detect burglary, theft like events
Application-documentation
A readme file for application documentation
codeflare
Simplifying the definition and execution, scaling and deployment of pipelines on the cloud.
CovidWhatsapp
This is a WhatsApp chatbot that is built by flask and Twilio's messaging API
Fast-Code-Setup
This contains my cp template
fos-proposals
:gift_heart: :penguin: Archive of GSoC proposals
ivy
The Unified Machine Learning Framework
kaggle
This repo contains all the kaggle competition codes
ML-ProjectYard
This repo consists of multiple machine learning based projects with frontend
ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
ReactoFlask
A simple application using Flask and React
yolov4-deepsort
Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Yolov5_DeepSort_Pytorch
Real-time multi-object tracker using YOLO v5 and deep sort