![Leaf Disease Detection](images/leaf disease app.png)
Leaf Disease Detection
01
An app powered by a very small deep learning model (0.5mb) trained using contrastive supervised learning and sharpness aware minimization on Plant Village Dataset to detect plant leaf disease.
Tags: Contrastive Learning, Sharpness Aware Minimization, App, Model Optimization
![](images/leaf disease app.png)
![Drunk And Drowsiness Detector](images/Drunk and Drowsiness Detector.png)
Drunk and Drowsiness Detector
02
While drunk or drowsy people can’t react to stimuli efficiently in the environment, thus we intend to check for a verbal response from the driver upon detecting anomalous driving patterns. IMU tracker upon detecting frequent changes in acceleration and sharp turns triggers the voice assistant, checking up on the driver’s state and takes further safety measures
Stood 4th nationwide in the Honda Hackathon
Tags: IMU, NLP, Road Safety
![](images/Drunk and Drowsiness Detector.png)
![Smart Warehouse-management](images/trademeal.png)
TradeMEAL- A Smart Warehouse
03
A software prototype web app for demand forecasting, inventory management and food tracking using machine learning and blockchain.
Runners Up in FallFest'20
Tags: Demand Forecast, Blockchain, Flask
![](images/trademeal.png)
![Shayak-Bot](images/sahayak_bot.gif)
Shayak-Bot
04
Developing a Husky Robot with an Arm Manipulator to assist humans in day to day and industrial tasks.
Tags: ROS, Gazebo, Moveit
![](images/sahayak_bot.gif)
![Fire Proof](images/Fire.png)
Fire Proof
05
A web app which takes images from various CCTV in building cameras runs a Neural Net and incase of a fire sends an alert and suggests best possible escape route to users.
Tags: Image classification, Flask
![](images/Fire.png)
![FaceRec](images/FaceRec.gif)
Face-Rec
06
An attendance monitoring system using face recognition and liveliness detector.
Tags: Face Recognition, Flask, Tensorflow
![](images/FaceRec.gif)
![Lost-n-Found](images/LostnFound.png)
Lost-n-Found
07
A web app where people can deposit the lost items and the the person who lost it can claim it by passing a NLP test.
Tags: Similarity of passages, NLTK
![](images/LostnFound.png)
![Smart Irrigation](images/Irrigation.png)
Smart Irrigation
08
An IoT device that can help irrigate field according to the water needs of the crop. The same device can be used to sprinkle insecticide and pesticide in regular intervals. The device uses MQTT protocol which allows us to control it from anywhwere in the world.
Winner among first years in Concetto'19 Hackathon
Tags:IoT, ESP8266, Irrigation
![](images/Irrigation.png)
![Surya Project](images/GIT.webp)
My upcoming projects
00
My Schrödinger projects. I will blame it on the online classes and Netflix.
Tags: Upcoming, PROcrastinating
![](images/GIT.webp)