Pinned Repositories
Acoustic-classification-and-localisation-of-sound-sources-for-autonomous-vehicles-using-ML
Audio-based perception for autonomous cars is very important for discerning and comprehending the environment, as it can complement existing vision-based perception and pave the way for multimodal operation. However, these sensors have not yet been fully established in modern autonomous vehicles, robbing the system of context when needing to make important driving decisions. Our project seeks to take steps towards tackling this by applying machine learning techniques to help separate, classify and localise sounds of objects in a car’s vicinity. With these two capabilities, a car is more well-informed of its surroundings and can act accordingly (such as responding and making way for police cars, ambulances and fire trucks).
Computer-Vision
This repository is a collection of my implementations on various topics in classical computer vision which I have learned throughout the course - Computer Vision, at Carnegie Mellon University
Deep-Learning
Implementation of frequently used techniques in Deep Learning
Detection-of-Hate-Speech-in-Multimodal-Memes
Facebook Hatebook Memes Challenge
EEG-Based-Biometric-Authentication-for-Brain-Computer-Interfaces-
Design a Biometric Authentication using the few channels of Electroencephalogram (EEG) data available in brain computer interfaces (BCIs).
Facebook-Hateful-Memes-Challenge
11-777: Multimodal Machine Learning Course Project Repository
How-to-build-a-Convolutional-Neural-Network-from-scratch-using-tf.keras-for-Image-Classification
A hands-on tutorial for image classification in Keras
Kaggle-Digit-Recognizer
Implementation of a CNN layer-by-layer using PyTorch
Machine-Learning-in-MATLAB
Here is a small collection of how to use MATLAB to solve Machine Learning challenges
Rain-Sensing-Automatic-Car-Wiper-using-AT89C51-Microcontroller
Arm Keil uvision program to integrate a servo motor and raindrop sensor with an AT89C51 Microcontroller to develop a prototype for an Automatic Car Wiper.
Abhishek0697's Repositories
Abhishek0697/Rain-Sensing-Automatic-Car-Wiper-using-AT89C51-Microcontroller
Arm Keil uvision program to integrate a servo motor and raindrop sensor with an AT89C51 Microcontroller to develop a prototype for an Automatic Car Wiper.
Abhishek0697/Detection-of-Hate-Speech-in-Multimodal-Memes
Facebook Hatebook Memes Challenge
Abhishek0697/Facebook-Hateful-Memes-Challenge
11-777: Multimodal Machine Learning Course Project Repository
Abhishek0697/Acoustic-classification-and-localisation-of-sound-sources-for-autonomous-vehicles-using-ML
Audio-based perception for autonomous cars is very important for discerning and comprehending the environment, as it can complement existing vision-based perception and pave the way for multimodal operation. However, these sensors have not yet been fully established in modern autonomous vehicles, robbing the system of context when needing to make important driving decisions. Our project seeks to take steps towards tackling this by applying machine learning techniques to help separate, classify and localise sounds of objects in a car’s vicinity. With these two capabilities, a car is more well-informed of its surroundings and can act accordingly (such as responding and making way for police cars, ambulances and fire trucks).
Abhishek0697/EEG-Based-Biometric-Authentication-for-Brain-Computer-Interfaces-
Design a Biometric Authentication using the few channels of Electroencephalogram (EEG) data available in brain computer interfaces (BCIs).
Abhishek0697/IoT_SmartCar
Arduino Code for integration of GSM module, GPS module, and various sensor to implement smart car features
Abhishek0697/IoT_Refrigerator
Arduino Code for integration of GSM module, ultrasonic sensor and infrared sensor to implement a Smart Refrigerator
Abhishek0697/Kaggle-Digit-Recognizer
Implementation of a CNN layer-by-layer using PyTorch
Abhishek0697/Machine-Learning-in-MATLAB
Here is a small collection of how to use MATLAB to solve Machine Learning challenges
Abhishek0697/Computer-Vision
This repository is a collection of my implementations on various topics in classical computer vision which I have learned throughout the course - Computer Vision, at Carnegie Mellon University
Abhishek0697/abhishek0697
About Me
Abhishek0697/Abhishek0697.github.io
Abhishek0697/Deep-Learning
Implementation of frequently used techniques in Deep Learning
Abhishek0697/HackerRank
Solutions to various Problem Statements at HackerRank
Abhishek0697/How-to-build-a-Convolutional-Neural-Network-from-scratch-using-tf.keras-for-Image-Classification
A hands-on tutorial for image classification in Keras
Abhishek0697/starter-academic
Abhishek0697/User-De-Identification-over-Speech-Dialogue-exchange
AI based Voice conversion to hide user identity and private data