Pinned Repositories
Applying-Grad_CAM-
In this repository I have applied Grad Cam Algorithm for visualizing the activation maps on CIFAR-10 dataset using Resnet18 Architecture
Basic-NLP-Techniques-Practically
In this notebook i have shown the practical implementation of Term frequency,Type Token Ratio,Zipf's Empirical Law Practically.
ChatBoxx
DL_Vision
This repo contains tasks and documentations of the learning made towards Deep Learning for Computer Vision.
Exploratory_data_analysis
Couple of exploratory data analysis techniques over the Haberman's cancer survival data set.
Journey-of-a-DNN
In this Repository I explain about the why's and how's of all the steps required to build a Good Deep Neural Network.
L1-and-L2-Regularization-DNN
In this repository I have compared various results for L1 and L2 regularization.
Logistic_Regression
Applied logistic regression on the donors_choose dataset to determine if a particular project gets accepted or not.
ResNet18-on-CIFAR-10
In this repository I have applied Resnet18 Architecture on CIFAR-10 Dataset
ResNet20v1-On-CIFAR-10
In this repository I have applied ResNet20v1 On CIFAR-10 dataset and received accuracy of 88.4 % at 30th epoch.
rashutyagi's Repositories
rashutyagi/Applying-Grad_CAM-
In this repository I have applied Grad Cam Algorithm for visualizing the activation maps on CIFAR-10 dataset using Resnet18 Architecture
rashutyagi/Exploratory_data_analysis
Couple of exploratory data analysis techniques over the Haberman's cancer survival data set.
rashutyagi/pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
rashutyagi/Resnet18-on-Tinyimagenet
rashutyagi/S-12_B-K-Means-and-Anchor-Boxes
Applied K means to find the best Anchor Boxes For YOLO.
rashutyagi/DL_Vision
This repo contains tasks and documentations of the learning made towards Deep Learning for Computer Vision.
rashutyagi/ResNet18-on-CIFAR-10
In this repository I have applied Resnet18 Architecture on CIFAR-10 Dataset
rashutyagi/Advanced-Concepts-Training-and-Learning-Rates
In this repository we have seen how much is the importance of learning rate in training a Deep Neural Network and trust me it is a LOT!!
rashutyagi/albumentations
fast image augmentation library and easy to use wrapper around other libraries
rashutyagi/awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
rashutyagi/awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
rashutyagi/Best_AI_paper_2020
A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code
rashutyagi/Credit-approval-
In this project I have applied Support Vector Machine Algorithm to classify based on the given features whether a particular application for credit card will get approved or not with 93% accuracy rate.
rashutyagi/DenseDepth
High Quality Monocular Depth Estimation via Transfer Learning
rashutyagi/dlvcnptel
Tutorials for DLVC NPTEL MOOC
rashutyagi/eva5_assignments
EVA5 Group
rashutyagi/fastbook
Draft of the fastai book
rashutyagi/Football_Player_Price_Prediction
rashutyagi/Format_Text
rashutyagi/IN_Assignments
This repository will contain all the assignment solutions from basic to advance.
rashutyagi/ml-powered-applications
Companion repository for the book Building Machine Learning Powered Applications
rashutyagi/MLFlow
rashutyagi/Naive_Bayes_Implementation
In this repository I have applied Naive bayes on the donors choose dataset for whether the project submitted will be approved or not.
rashutyagi/Python_Concepts
In this repository I will add both basic and advance stuff related to Python for Good Understanding and Quick Revision Purpose.
rashutyagi/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
rashutyagi/PyTorchNLPBook
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
rashutyagi/sample
rashutyagi/YoloV3
YoloV3 Sample
rashutyagi/yolov3-1
YOLOv3 in PyTorch > ONNX > CoreML > iOS
rashutyagi/You-can-read-scrambled-words