Deeksha Sharma's Projects
A pytorch implementation of 'C-Net: A Reliable Convolutional Neural Network for Biomedical Image Classification'
Car Price Prediction Challenge: A dataset to practice regression by predicting the prices of different cars.
Acing SQL using DataLemur: Data Science Interview Questions
Deeksha's Portfolio
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Code from the Deep Reinforcement Learning in Action book from Manning, Inc
Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022
A flask app to upload data to GCS bucket
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
This script helps to create Infra required to deploy and run a Kubeflow pipeline
A pipeline for Image Classification AutoML model training & deployment steps.
A python script for annotation mask generation
Named Entity Recognition using Spacy
This contains the script to convert files from .pdf to .txt using poppler
This repository contains most of classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, A3C, PPO, TRPO. (More algorithms are still in progress)
A pytorch implementation of STAN for USG segmentation of tumor
Table Transformer (TATR) is a deep learning model for extracting tables from unstructured documents (PDFs and images). This is also the official repository for the PubTables-1M dataset and GriTS evaluation metric.
Terraform script to setup BigQuery on GCP quickly.
A synthetic data generator for text recognition
š Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. š«āļø