Apoorv Jain's repositories
EEG-Emotion-Recognition-SRU-model-
An EEG-based emotion recognition system using Simple Recurrent Units(SRU) in Pytorch library. It identifies three emotions: positive, neutral and negative. It uses SEED dataset which consist of EEG signal of 15 person with 15 trial in each session. It is an implementation of paper 'EEG-based emotion recognition using simple recurrent units network and ensemble learning'.
Text-Summary-using-Cat-swarm-optimization
This program is an application of cat swarm optimization for Extractive Text summarization problem in python.
Epidemic-forecasting-COVID-
It predicts number of cases using Stacked CNN and Bidirectional LSTM Model and compares results with other lstm and statistical methods.
Machine-Learning-Challenges-and-Hackathons
Solution to the ML challenges on different websites like kaggle,hackerearth,analyticvidhya,etc.
Are-your-Employees-Burn-out-Hackerearth
My 2nd rank Solution to the machine learning hackathon Are your Employees Burn out?
Homestead-Electric-Consumption
A ML Notebook to forecast the electrical consumption of the city Haemstead using time series analysis,recurrent Neural Network(RNN).
Surveillance-and-Analysis-using-opencv-and-deep-learning
An Application which does detection, tracking of person with mask detection.It gives the count of people entering and exiting.
AV-Hack-live-3-NLP-Subtopic-Tagging-
Tagging subtopic of articles out of 25 labels using scibert, bag of words, tf idf , word2vec, Doc2vec etc.
Data-Science-Hackathon-And-Competition
Top 10 in MachineHack | Top 80 in AnalyticsVidya & Zindi | Hack AI
Hacktober-2020
An open source repository to contribute any projects or programs you have made.
HacktoberFest2020
Make your first PR! ~ A beginner-friendly repository. Add your profile, a blog, or any program under any language (it can be anything from a hello-world program to a complex data structure algorithm) or update the existing one. Just make sure to add the file under the correct directory. Happy hacking!
HacktoberFest2020-Contributions
A beginner-friendly project to help you in open-source contributions. Made specifically for contributions in HACKTOBERFEST 2020! Hello World Programs and Algorithms! Please leave a star ⭐ to support this project! ✨
Image-Compressor-
A Python GUI for compressing image using Huffman Encoding and Bitplane slicing.
Mask-Detector
ML Notebook to Detect mask in frame of a image which trains a CNN model using transfer learning in which mobilenetv2 model architecture is used with imagenet weights as a base model,on top which a head model is made using different layers like average pooling and dense layers to find specific patterns in the images of mask and without mask.
predict-gift-price-hackerearth
ML notebook to solve the hackerearth challenge,predict the price of gift.(https://www.hackerearth.com/problem/machine-learning/predict-the-price-of-gifts-0a33c38e/)
Student-Report-Visualizer
Student Report Visualizer is a simple analytics visualization for marks the users got in an academic session . In this tool , users will be able to compare their performance with the averages of the whole batch of that academic session.
Swarm-intelligence-experiments-1
Collection of experiments related to swarm intelligence