sambal shikhar's repositories
Document-Image-Classification-with-Intra-Domain-Transfer-Learning-and-Stacked-Generalization-of-Deep
RVL-CDIP could be looked at as the equivalent of ImageNet for the document image community. It’s certainly the largest we’ve seen in the literature. There are 400,000 total document images in the dataset. The dataset contains much noise and variance in composition of each document class. Uncompressed, the dataset size is ~100GB, and comprises 16 classes of document types, with 25,000 samples per classes. Example classes include email, resume, and invoice. Achieved an Accuracy of over 93% which beat the benchmark score of 92% based on https://paperswithcode.com/sota/document-image-classification-on-rvl-cdip
Capstone_fog_vision
The major objective of our project is to clear the haze from the visuals and make the visuals clear. Moreover, we will be doing visibility enhancement of the degraded visuals by the foggy weather condition using Deep Neural Network.
anomalydetector
SR-CNN
Food-Recommendation-System
Using a recipe dataset from https://eightportions.com/datasets/Recipes/#fn:1, we preprocess it to get only the food related items.Built a item-item similarity recommendation system based on Jaccard distance,Hamming distance,cosine simialrity etc.
MPST-Movie-Plot-Synopses-with-Tags-A-dataset-of-movie-plot-synopses-with-story-related-tags
A multi-label class precition problem with highly unbalanced dataset
Microsoft-Malware-Prediction
A Multi-class classification problem
Amazon-Fine-Food-reviews
A NLP classifier series with various Machine learning algorithms
Atlas
Atlas: A Dataset and Benchmark for E-commerce Clothing Product Categorization
Autoencoders-for-Face-and-number-generation
An implementation for Variational Autoencoder and Auto-encoders.
google-research
Google AI Research
internship_assignment
Task_1,Task_2,Task_3 included
New-York-Taxi-Demand-Predicition
Adavance Regression Problem
SQL-Queries-on-Imdb-dataset
Given an imdb dataset,efficient queries based on JOINS,CORRELATED SUBQUERIES,SETS,NESTED QUERIES