Deepesh Mhatre's Projects
A 3D graphics of 1000 animated donuts in space !
A Image processing system which detects a person's age and gender based on their face image using deep learning.
Audio Classification on Urban8K Dataset using Multilayer Perceptron. Audio Data is Preprocessed to "MFCCS".
Audio Classification using Convolutional Neural Network on Urban8K Dataset
Bernoulli Naive Bayes Machine learning algorithm applied form scratch on Titanic Dataset.
This is an Calculator created using HTML CSS & JS.
A Convolutional Neural Network Architecture (VG166) trained to classify Images of Cats & Dogs using Transfer Learning.
Training a Convolutional Neural Network on Mnist Dataset from Scratch.
Helping Farmers make informed decisions with Machine Learning ! π©βπΎπ
FastAPI backend for CropFusionAI
Cumulative Counting Object Detection using Tensorflow Object Detection API to detect & count industrial boxes going inside the production tunnel
A Decision Tree Model applied using the ID3 algorithm , capable of handling both Categorical & Continuous features.
DeepFake Image Animation with 'First Order Motion Model'. Generating video frames with custom motion given an Image and Driving video.
Step By Step Process to Perform Exploratory Data Analysis with Code Samples and Example Notebooks. Also contains Check-List for ML Projects
Notes on Feature Selection.
Generating Anime Faces using Vanilla Variational Autoencoder.
Deep Convolutional Generative Adversarial Network (DCGAN) trained to generate similar Images as Mnist.
Notes on Hyperparameter Tunning.
An interactive program made with HTML 5 CANVAS. curtosy- chris courses youtube
A Language Translator Android App build using Java
Neural Machine Translation (Translating English to Marathi) using Encoder-Decoder LSTM Neural Network Architecture
A simple linear regression algorithm applied using "Least Squares Method" to predict the salary of employee given his experience. The model learns from historical data provided and makes its predictions.
A Linear regression model using Gradient Descent applied to predict the salary of employees given their experience. The regression model learns from historical data available and makes the predictions.
This is a simple Batch script which asks a proposal and if denied shutsdown the pc
A Meme Sharing Android app which fetches Memes from the Internet using an API
This repository contains all the code mentioned in the ML/DL course.
This code detects motion objetcs in a video. Made using Python and Opencv
Implementing a fully connected Artificial Neural Network from scratch to identify handwritten digits in MNIST dataset