Pinned

1. Pneumonia-Diagnosis-using-XRays-96-percent-Recall

   BEST SCORE ON KAGGLE SO FAR , EVEN BETTER THAN THE KAGGLE TEAM MEMBER WHO DID BEST SO FAR. The project is about diagnosing pneumonia from XRay images of lungs of a person using self laid convolutio…

   Jupyter Notebook 85 72

2. One-Stop-for-COVID-19-Infection-and-Lung-Segmentation-plus-Classification

   ✋🏼🛑 This one stop project is a complete COVID-19 detection package comprising of 3 tasks: • Task 1 --> COVID-19 Classification • Task 2 --> COVID-19 Infection Segmentation • Task 3 --> Lung Segment…

   Jupyter Notebook 36 17

3. Human-Activity-Recognition-with-Neural-Network-using-Gyroscopic-and-Accelerometer-variables

   The VALIDATION ACCURACY is BEST on KAGGLE. Artificial Neural Network with a validation accuracy of 97.98 % and a precision of 95% was achieved from the data to learn (as a cellphone attached on the…

   Jupyter Notebook 66 28

4. New-York-Stock-Exchange-Predictions-RNN-LSTM

   BEST SCORE ON KAGGLE SO FAR. Mean Square Error after repeated tuning 0.00032. Used stacked GRU + LSTM layers with optimized architecture, learning rate and batch size for best model performance. Th…

   Jupyter Notebook 47 34

5. Agricultural-Price-Prediction-and-Visualization-on-Android-App

   In Agriculture Price Monitioring , I have used data provided by open government site data.gov.in, which updates prices of market daily . Working Interface Details: We have provided user choice to s…

   Jupyter Notebook 31 15

6. Mercedes-Benz-Challenge-78th-Place-Solution-Private-LB-0.55282-Top-2-Percent-

   I have used various methods and techniques to reach this place on the private leaderboard. Actually, most of it is an art. Considerable feature engineering, transformations, redundancy, duplicate f…

   Jupyter Notebook 6