Siddhartha Gairola's repositories
unsupervised-style-learning
This repository contains the source code, models and data files for the work titled: "Unsupervised Image Style Embeddings for Retrieval and Recognition Tasks". This was accepted at WACV 2020. The source code files, model checkpoints and data will be made available after the conference.
Sketching-with-Style-ICCV-2017-PyTorch-
This is an un-official re-implementation of the work Sketching with Style presented at ICCV 2017 by Prof. John Collomosse's Group and Adobe.
Camera-App
This is a basic camera app made in android using CameraX.
deep-inspiration
A deep network to generate inspirational quotes.
Research-Paper-Reading
Here I will update the summaries and the research papers which I have read.
Classify-Waste-Category-From-Images-ML-Model
Project done as a part for a Hackothon at Google India - Develop an ML model to classify waste images into categories.
Programming-Practice
Here I will update my codes for all the new algorithms that I learn and the different problems which I solve on the several Competitive Programming platforms like Codeforces, CodeChef, HackerRank, etc.
Retrieval-Using-LSH-and-KD-Tree-Plus-Feature-Visualization
Perform retrival using LSH and KD-Tree for huge datasets and large dimensional vectors.
Useful-Scripts-Commands-and-Code-Snippets-for-Linux-ML-Algorithms-and-Python
This is a repository with several scripts for Linux, ML Algorithms mostly in python that may be useful and can be used directly as skeleton codes or assistant scripts.
Discriminatory-Patches-for-Movie-Posters
This is a modification of the project and work - "What Makes Paris Look like Paris?" and "Unsupervised Discovery of Mid-Level Discriminative Patches."
bcos-standalone
A standalone version of the B-cos-v2 project (https://github.com/B-cos/B-cos-v2) without all the training fluff.
Clickbait_Detection
A clickbait detection system.
course-v3
The 3rd edition of course.fast.ai
dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
IMDB-Movie-Poster-Visualizer
An interactive tool for visualising the IMDB Movie Poster in different colour and style feature spaces.
minitorch
The full minitorch student suite.
mmpretrain
OpenMMLab Pre-training Toolbox and Benchmark
Module-0
Module 0 - Fundamentals
Module-1
Module 1 - Autodifferentiation
Module-2
Module 2 - Tensors
object_detection_demo
How to train an object detection model easy for free
online_course_work
Codes and notes for some of the online courses I am taking.
Pytorch-Tensorflow-Practice
Sample codes and practice for pytorch and tf.
rdt-scan
Image capture and interpretation of Rapid Diagnostic Test results using OpenCV
segmentation-demo
A web demo for interactive user segmentation
tsne-for-Feature-Visualizations
Python code using sklearn
zernike
Python code for Zernike polynomials