iamanshika

2020-CS109A

ai5-perception.ai

Perception.AI is a text-to-image project, in which Attention GAN has been implemented. It takes in image caption as an input, and the GAN model generates a corresponding image. The model has been trained on CUB dataset, and thus is limited to generating bird images as of now. In the future, the project has a wider scope of having a generalized version, where the model will generate images of entities across the world.

Cat_and_Dog-Classifier

Cat v/s Dog classifier using transfer learning with MobileNet

CycleGANs-for-Ukiyo-e-art

Face-Identification-and-Recognition

Face detection and recognition system implementation with HOG (Histogram of Oriented Gradients) based feature extraction.

Higgs-Boson-ML

The discovery of Higgs particle was announced on 4th July 2012. In 2013, Nobel Prize was conferred upon two scientists, Francois Englert and Peter Higgs for their contribution towards its discovery. A characteristic property of Higgs Boson is its decay into other particles through different processes. At the ATLAS detector at CERN, very high energy protons are accelerated in a circular trajectory in both directions thus colliding with themselves and resulting in hundreds of particles per second. The goal of the Challenge is to improve the classification procedure that produces the selection region. We have used Random Forest Classifiers and experimented with VIME.

Machine-Learning-Collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

MLOps-3

Predicting-Credit-Card-Approvals

I have built an automatic credit card approval predictor using machine learning techniques, just like the real banks do. This is a guided project under one of the courses that I took online.

The-Android-App-Market-on-Google-Play

Intermediate Data Science Project

iamanshika/MLOps-3

iamanshika/cvpr2016

Learning Deep Representations of Fine-grained Visual Descriptions

iamanshika/Faulty-machine-Data-Analysis

iamanshika/MLOpsTask1

iamanshika/task3