NavinBondade

Breast-Cancer-Segmentation-With-Advance-Attention-U-Net

In this project, I have developed attention U-Net segmentation model that accurately segments the breast cancer-infected region from the breast ultrasound images.

Bruno-An-That-Paints-Mind-Blowing-Painting

Here I have created an unsupervised deep learning system that produces real word-like paintings by following neural style transfer technique and using transfer learning in form of the Vgg19 model.

Classifying-Five-Rice-Crop-Diseases-With-Deep-Learning

Here I have created deep convolutional neural network architecture for correctly identifying the five rice crop diseases with an accuracy of 92 percent.

Covid-19-Complete-Data-Analysis-and-Visualization

Covid-19 Complete Data Analysis and Visualization

Customizable-Retrieval-Based-Health-Chatbot-With-GUI

Here in the project, I have created a retrieval-based health chatbot that answers users questions related to their health and helps in accelerating the treatment process.

Deep-Learning-Based-Clothing-Detection-and-Online-Wardrobe-Management-System

Here I have created a deep-learning based system that uses YoloV5 for identifying the clothing item and put them into the online wardrobe if that clothing item is not present.

Foretelling-The-Stock-Price-Behavior-With-Major-News-Headlines

I have created a deep learning model that pre-determines how the stock price of a company will behave by taking into accounts the sentiment of major news headlines of that day.

Identifying-Nine-Tomato-Disease-With-Deep-Learning

Here I have created a deep convolutional neural network architecture that correctly identifies the nine harmful tomato diseases with an accuracy of 94 percent.

Identifying-The-Tuberculosis-Within-The-Chest-X-Ray

Here I have created a convolution deep neural network architecture that correctly identifies tuberculosis infected chest x-ray with an impressive accuracy of 90 percent.

Lisa-An-AI-That-Writes-Lovely-Poems

Here in this project, I have created a system that uses natural language processing and a deep learning system that writes heart-wining beautiful poems.

NavinBondade/Identifying-The-Tuberculosis-Within-The-Chest-X-Ray

Here I have created a convolution deep neural network architecture that correctly identifies tuberculosis infected chest x-ray with an impressive accuracy of 90 percent.

NavinBondade/Lisa-An-AI-That-Writes-Lovely-Poems

Here in this project, I have created a system that uses natural language processing and a deep learning system that writes heart-wining beautiful poems.

NavinBondade/Identifying-Nine-Tomato-Disease-With-Deep-Learning

Here I have created a deep convolutional neural network architecture that correctly identifies the nine harmful tomato diseases with an accuracy of 94 percent.

NavinBondade/Breast-Cancer-Segmentation-With-Advance-Attention-U-Net

In this project, I have developed attention U-Net segmentation model that accurately segments the breast cancer-infected region from the breast ultrasound images.

NavinBondade/Bruno-An-That-Paints-Mind-Blowing-Painting

Here I have created an unsupervised deep learning system that produces real word-like paintings by following neural style transfer technique and using transfer learning in form of the Vgg19 model.

NavinBondade/Foretelling-The-Stock-Price-Behavior-With-Major-News-Headlines

I have created a deep learning model that pre-determines how the stock price of a company will behave by taking into accounts the sentiment of major news headlines of that day.

NavinBondade/Classifying-Five-Rice-Crop-Diseases-With-Deep-Learning

Here I have created deep convolutional neural network architecture for correctly identifying the five rice crop diseases with an accuracy of 92 percent.

NavinBondade/Covid-19-Complete-Data-Analysis-and-Visualization

Covid-19 Complete Data Analysis and Visualization

NavinBondade/Customizable-Retrieval-Based-Health-Chatbot-With-GUI

Here in the project, I have created a retrieval-based health chatbot that answers users questions related to their health and helps in accelerating the treatment process.

NavinBondade/Deep-Learning-Based-Clothing-Detection-and-Online-Wardrobe-Management-System

Here I have created a deep-learning based system that uses YoloV5 for identifying the clothing item and put them into the online wardrobe if that clothing item is not present.

NavinBondade/Determining-Depression-And-Suicidal-Possibility-With-A-Person

Here in this project, I have created a Natura Language System powered by Deep Learning that identifies depression and the suicidal chance for a person.

NavinBondade/Deep-Learning-Model-for-Accurate-Bitcoin-Price-Prediction

Here I have created a Gated Recurrent Units based deep learning model which is capable of predicting and forecasting bitcoin prices with a Root Mean Squared Error of 1.7 and R2 Score of 0.98.

NavinBondade/Distinguishing-Fake-And-Real-News-With-Deep-Learning

Internet is daily flooded with lots of fake news that causes the spread of miss leading of information and rumors, to take this I have built a system that automatically distinguishes the fake and real news.

NavinBondade/Forecasting-The-Alphabets-Stock-Price-For-Next-Upcoming-60-Days

Here I have created an LSTM based deep learning architecture that cable of telling Alphabets stock price for the upcoming next 60 days with an MSE of 48.83 and RMSE of 0.97.

NavinBondade/Gautama-Buddha-Psychologist-Chatbot

Here in this project I have developed a Psychologist Chatbot that uses Gautam Buddha teaching to provide solutions for the metal health issues of the user.

NavinBondade/Identification-Of-Breast-Cancer-Using-Deep-Learning

In this project, I have developed a custom deep neural network that identifies whether a person has breast cancer or not with 90% accuracy.

NavinBondade/Identification-of-Fraud-Transaction-With-14-ML-Algorithm

Here in this project, I have done extensive research on identifying fraud transactions using 14 machine learning algorithms.

NavinBondade/Identification-Of-Toxicity-Within-Text-With-CNN-Plus-GRU-System

To tackle the spread of toxicity on internet that many times leads to depression & loss of confidence I have built a deep learning system that determines whether a text contains toxicity or not.

NavinBondade/Moon-Landscape-and-Rocks-Segmentation

NavinBondade/Multi-Model-Similarity-Search-System

Shopee Price Match Guarantee Using MultiModal Similarity Detection System

NavinBondade/Noise-Removal-From-Sandstone-Microstructure-Using-Noise2Void

In this project, I have developed a deep learning system that takes the noisy CT images of sandstone as input and produces clean images.

NavinBondade/PowerPoint-Presentation-Generation-With-Given-Title

NavinBondade/Python-Code-Writer-Code-Fixer-Error-Explainer-and-Code-Commenter

Here in this project, I have built an AI system that writes Python code as per user's question, fixes the errors of the user's code and also explain the error.

NavinBondade/Revealing-The-Emotions-In-Human-Speech

Here I have created a deep learning system that is capable of capturing the slight changes in human speech and based on that it determines what emotions have been conveyed through the speech.

NavinBondade/Sandstone-Microstructure-Segmentation-With-Attention-U-Net

In this project, I have trained the Attention U-Net model for performing image segmentation of sandstone microstructure to identify the regions of clay, quartz, air, and pyrite.

NavinBondade/Super-Resolution-GAN-Based-Image-Upscaling-for-Sandstone-Micro-CT-Imaging

In this project, I have implemented and trained the Super Resolution GAN (SRGAN) deep learning model for performing image upscaling from the resolution of 64x64 to 256x256.

NavinBondade/Topic-Modelling-With-BERTopic

NavinBondade/Turn-Your-Favourite-Articles-Into-Podcast

Here, I have built an AI system that transforms your favorite article into an exciting podcast with a human-like voice.