An ongoing research project of mines.
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Updated
Jun 5, 2020 - TeX
An ongoing research project of mines.
Experimenting on CIFAR10 dataset, including image transformations, testing different network architectures, ResNet50 v/s ResNeXt50, tuning hyperparameters during training to get different results, etc.
Deep Learning Basic Module built with Pytorch
POSTER_V2 with the additional benefit of detecting faces from the webcam and detecting the emotion in the frame
ViT implementation in PyTorch
High dimensional indexing of image data using rtree, implemented to find similar images in the indexed dataset
Automation of model training and ensemble creation for making predictions in a Kaggle competition submission.
Machine Learning project deployed in AWS that classifies dog breeds using a Base Model ResNet50 from torchvision library
A cheatsheet resource that covers the deep learning libraries.
Final project for the course: Python for (open) Neuroscience, taught by Luigi Petrucco at CIMeC's PhD school (University of Trento).
Effortless and Automated Image Classification with Comprehensive Comet ML Integration
A neural network architecture that automatically generate captions from images.
This lab is provided by IBM and Cognivite Class. In this notebook, I have learned the basics of tensor operations and ccompare tensors with vectors and numpy arrays.
This project aims to recognize the animals in the zoo
Manage datasets for both Torchvision and Keras(TFv2)
Repository for Final Year Project on Robust Robotic Grasping Utilising Touch Sensing
An simple image classification system for evaluating adversarial images uploaded by users
ResNet Comparison for Garbage Image Classification with PyTorch - models trained on GPU, then pickled for analysis on CPU
In this project I used a ResNet-18 model and train it on a COVID-19 Radiography dataset. This dataset has nearly 3000 Chest X-Ray scans which are categorized in three classes - Normal, Viral Pneumonia, and COVID-19. Our objective in this project is to create an image classification model that can predict Chest X-Ray scans that belong to one of t…
Made - Computer Vision - Thousand Facial Landmarks competition
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