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Akshay Bhor ..an Data Scientist
Akshay Bhor ..an Data Scientist

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Dec 8, 2020

Custom Trained Named entity recognizer using Spacy library for resume Data extraction

Hello all, sharing one of my experience when i was working on a project to automate the process of extracting meaningful information from Resume and cv. As largest organization receives plenty of resume per day and its become an headache for HR people to went through all the resume …. …

Named Entity Recognition

3 min read

Custom Trained Named entity recognizer using Spacy library for resume Data extraction
Custom Trained Named entity recognizer using Spacy library for resume Data extraction

Mar 15, 2020

Object Detection Using pre-Trained YOLO V3 model

For those, who wish to start their journey in object detection…..this blog is for… This object detection blog involves… Load pretrained yolo weights load configuration files and coco data and made final result using image or video for object detection.. after performing this ,results i got is…

Object Detection

1 min read

Object Detection Using pre-Trained YOLO V3 model
Object Detection Using pre-Trained YOLO V3 model

Mar 15, 2020

mnist dataset with 99.40+ % validation accuracy

While i had an task of company,where they had mentioned an condition to get,

1 min read

mnist dataset with 99.40+ % validation accuracy
mnist dataset with 99.40+ % validation accuracy

Mar 15, 2020

Sentiment analysis on Amazon Food Review

I find an data of amazon food reviews on kaggle … Data was in raw format ,contains HTML tag and other unnecessary things,first we clean data using functions…. Then,done EDA to visualize the spread of class,as it is two class classification problem….Positive review and Negative review…. Then ,step by step…

Data Science

1 min read

Sentiment analysis on Amazon Food Review
Sentiment analysis on Amazon Food Review

Mar 4, 2020

View .pb file of Tensorflow in Tensorboard as a Graph

one of when i solving deep learning problem using tensorflow ,i was using pretrained model in .pb format. i had to visualize that in order to get the layers inside the structure … i searched lot on internet .. and i get couple of lines of code… but,i didnt get…

Tensor Flow

2 min read

View .pb file of Tensorflow in Tensorboard as a Graph
View .pb file of Tensorflow in Tensorboard as a Graph

Mar 3, 2020

Vehicle Number plate detection in Deep Learning AI

This project is under development ,as I am facing some issues,but i am uploading whatever i done till now… The vehicle number plate detection consists of 2 major parts… Detect vehicle number plate using pretrained model like yolo v3.. Convert number on plate to digits using OCR and store it to database The input image to the model is:

2 min read

Vehicle Number plate detection in Deep Learning AI
Vehicle Number plate detection in Deep Learning AI

Mar 2, 2020

Custom Implementation of Performance Metrics from Scratch

Why?? we have an Sklearn library in python to compute various performance matrics from data. we can use that library and can compute F1 score,accuracy score ,AUC score etc.. then, why custom implementation from scratch.. simple…to understand the math behind it…Its always welcome when you know the basic mathematics behind…

Data Science

3 min read

Custom Implementation of Performance Metrics from Scratch
Custom Implementation of Performance Metrics from Scratch

Mar 1, 2020

Transfer Learning in Deep Learning AI …PM Modi Vs President Trump Classification

Introduction: To work our Deep learning model well we need an sufficient data to train it. but,its not always possible that we have that much of data,sometimes in industry too we get much less data from my personal experience as an deep learning Engineer. Also,even we have an large dataset…

Transfer Learning

3 min read

Transfer Learning in Deep Learning AI …PM Modi Vs President Trump Classification
Transfer Learning in Deep Learning AI …PM Modi Vs President Trump Classification

Feb 25, 2020

Smart parking for future using Open CV and Deep learning AI

Sometimes ,it is very difficult to find parking to park vehicle. what we can do ???? think ,think and Think.. we got an solution …Use deep learning to find where we can park our vehicle … Lets, divide the smart parking problem into bit of sections. Get the Rough view…

Deep Learning

3 min read

Smart parking for future using Open CV and Deep learning AI
Smart parking for future using Open CV and Deep learning AI

Jan 13, 2020

Download GB’s of Data in Seconds

While working with real time data,loading and unloading of data on your system is most curious task. real time data is in TBs, and if we start downloading it by normal way as we doing always it will take couple of hours ,sometimes days which any industry cant afford to…

Chrome Extension

3 min read

Download GB’s of Data in Seconds
Download GB’s of Data in Seconds
Akshay Bhor ..an Data Scientist

Akshay Bhor ..an Data Scientist

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