Канал: TowardsMachineLearning

Measuring the accuracy of the detection algorithm using IOU

Measuring the accuracy of the detection algorithm using IOU

You Only Look Once Algorithm and it's history

You Only Look Once Algorithm and it's history

Need of region proportion methods

Need of region proportion methods

Dataset, bounding box regressor, image pyramid

Dataset, bounding box regressor, image pyramid

What we actually need for detection?

What we actually need for detection?

Applications and use of Object Detection algorithms.

Applications and use of Object Detection algorithms.

QnA Brainstorming

QnA Brainstorming

End to end CI CD pipeline deployment on MS Azure

End to end CI CD pipeline deployment on MS Azure

Theoretical understanding of CI CD

Theoretical understanding of CI CD

Principles of MLOps

Principles of MLOps

Recap: Basics of MLOps

Recap: Basics of MLOps

OpenCV based Face detection

OpenCV based Face detection

OpenCV based Lane detection

OpenCV based Lane detection

Morphological operation

Morphological operation

Bitwise operation

Bitwise operation

Review QnA on Above topics

Review QnA on Above topics

Contour Detection

Contour Detection

Edge Detection

Edge Detection

Image Blurring in OpenCV

Image Blurring in OpenCV

Img Enhancement technique (Histogram equalization, clahe)

Img Enhancement technique (Histogram equalization, clahe)

Thresholding in OpenCV

Thresholding in OpenCV

Review QnA on basis of OpenCV

Review QnA on basis of OpenCV

Resizing, Rotation, Translation of the image

Resizing, Rotation, Translation of the image

Color spaces

Color spaces

Reading, writing, displaying of image in Opencv

Reading, writing, displaying of image in Opencv

Open CV Introduction & real time applications

Open CV Introduction & real time applications

Introduction of speakers

Introduction of speakers

Some scenario based questions

Some scenario based questions

One important and helpful competition for early career researches

One important and helpful competition for early career researches

7 rules for plain english used in research papers

7 rules for plain english used in research papers

Benefits you realize after publishing your articlee

Benefits you realize after publishing your articlee

Publication of your article

Publication of your article

Copyright Licenses

Copyright Licenses

Citation on your article

Citation on your article

Stages of Peer Review

Stages of Peer Review

Submission Checklist

Submission Checklist

Table of contents for research papers

Table of contents for research papers

Important things one should keep in mind before following publication procedure

Important things one should keep in mind before following publication procedure

Some important terms to remember while publishing a research paper

Some important terms to remember while publishing a research paper

Identifying the target journal

Identifying the target journal

Top 20 journals for Data Scientists

Top 20 journals for Data Scientists

Publishing an article in a journal

Publishing an article in a journal

Where to start writing a Research Paper?

Where to start writing a Research Paper?

Reasons for publishing a research paper

Reasons for publishing a research paper

What is a research paper ?

What is a research paper ?

Introduction to session

Introduction to session

Questions

Questions

Implementing sentiment classifier using word embedding in python

Implementing sentiment classifier using word embedding in python

Doc2vec Model

Doc2vec Model

FastText

FastText

Word2vec vs Glove

Word2vec vs Glove

Glove Implementation

Glove Implementation

Glove Introduction

Glove Introduction

Problems and Limitation of Word2vec

Problems and Limitation of Word2vec

Analogies Using Word Embedding

Analogies Using Word Embedding

Word2vec Objective Function

Word2vec Objective Function

CBOW Model

CBOW Model

Skip Gram Model

Skip Gram Model

Prepare Training Dataset

Prepare Training Dataset

Word2vec Introduction

Word2vec Introduction

Word Embedding Visualization

Word Embedding Visualization

Cosine Similarity

Cosine Similarity

Euclidean Distance

Euclidean Distance

Word Embedding

Word Embedding

One Hot Encoding

One Hot Encoding

Encode the Word

Encode the Word

What is the Need of the Word Embeddings

What is the Need of the Word Embeddings

Application of NLP

Application of NLP

Outlines

Outlines

Welcome to Introduction

Welcome to Introduction

Implementation of the DCGAN

Implementation of the DCGAN

Application of the GANs

Application of the GANs

All about the GANs

All about the GANs

Generative Models

Generative Models

Defense against the adversarial attacks

Defense against the adversarial attacks

FGSM & other Adversarial attacks

FGSM & other Adversarial attacks

Reason for the existence of the Adversarial examples

Reason for the existence of the Adversarial examples

Malicious application of adversarial examples

Malicious application of adversarial examples

Types of attacks on NN

Types of attacks on NN

Adversarial Examples

Adversarial Examples

Practical Application of XgBoost

Practical Application of XgBoost

Advantages and Disadvantages of XgBoost

Advantages and Disadvantages of XgBoost

Post Prunning

Post Prunning

Working of XgBoost

Working of XgBoost

Xtreme Gradient Boosting

Xtreme Gradient Boosting

Difference Between Ada Boost and Gradient Boost

Difference Between Ada Boost and Gradient Boost

Practical Application of Gradient Boost

Practical Application of Gradient Boost

Advantage and Disadvantages of Gradient Boost

Advantage and Disadvantages of Gradient Boost

Working of Gradient Boost

Working of Gradient Boost

Gradient Boosting

Gradient Boosting

Practical Application of Ada Boost

Practical Application of Ada Boost

Advantages and Disadvantages of Ada Boost

Advantages and Disadvantages of Ada Boost

Working of Ada Boost

Working of Ada Boost

Ada Boost

Ada Boost

Boosting

Boosting

Ensemble learning

Ensemble learning

Research Paper and journals #19 Some scenario based questions

Research Paper and journals #19 Some scenario based questions

Research Paper and journals #18 One important and helpful competition for early career researches

Research Paper and journals #18 One important and helpful competition for early career researches

Research Paper and journals #17 7 rules for plain English used in research papers

Research Paper and journals #17 7 rules for plain English used in research papers

Research Paper and journals #16 Benefits you realize after publishing your article

Research Paper and journals #16 Benefits you realize after publishing your article

Research Paper and journals #15 Publication of your article

Research Paper and journals #15 Publication of your article

#3 End-to-end implementation of MLOps 😀

#3 End-to-end implementation of MLOps 😀

#2 End-to-end Implementation of MlOps

#2 End-to-end Implementation of MlOps

#1 RECAP of MLOps (Part: 1)

#1 RECAP of MLOps (Part: 1)

Research Paper and journals #14 Copyright Licenses

Research Paper and journals #14 Copyright Licenses

OpenCV: Basic to advance full session recording

OpenCV: Basic to advance full session recording

Boosting algorithms full session recording

Boosting algorithms full session recording

Vector space model full session recording

Vector space model full session recording

Evolution of Object detection techniques full session recording

Evolution of Object detection techniques full session recording

INTRODUCTION TO GANs full session recording

INTRODUCTION TO GANs full session recording

Research paper and journal full session recording

Research paper and journal full session recording

Introduction to MLOps full session Recording

Introduction to MLOps full session Recording

End to end implementation to MLOps full session

End to end implementation to MLOps full session

Research Paper and journals #13 Citation on your article

Research Paper and journals #13 Citation on your article

OpenCV Training Session #4 OpenCV based Lane detection

OpenCV Training Session #4 OpenCV based Lane detection

Research Paper and journals #12 Stages of Peer Review

Research Paper and journals #12 Stages of Peer Review

OpenCV Training Session #3 Advanced Function of OpenCV | 8. Morphological operation

OpenCV Training Session #3 Advanced Function of OpenCV | 8. Morphological operation

Evolution of Object Detection Techniques #6 Measuring the accuracy of Detection Algorithm

Evolution of Object Detection Techniques #6 Measuring the accuracy of Detection Algorithm

Research Paper and journals #11 Submission Checklist

Research Paper and journals #11 Submission Checklist

OpenCV Training Session #3 Advanced Function of OpenCV | 7. Bitwise Operation

OpenCV Training Session #3 Advanced Function of OpenCV | 7. Bitwise Operation

Evolution of Object Detection Techniques #5 All about YOLO, You Only Look Once algorithm

Evolution of Object Detection Techniques #5 All about YOLO, You Only Look Once algorithm

Research Paper and journals #10 Table of contents for research papers

Research Paper and journals #10 Table of contents for research papers

OpenCV Training Session #3 Advanced Function of OpenCV | 6. Review QnA on Above topics

OpenCV Training Session #3 Advanced Function of OpenCV | 6. Review QnA on Above topics

Evolution of Object Detection Techniques #4 Need of Region proposal methods

Evolution of Object Detection Techniques #4 Need of Region proposal methods

Research Paper and journals #9 Important things before following publication procedure

Research Paper and journals #9 Important things before following publication procedure

OpenCV Training Session #3 Advanced Function of OpenCV | 5. Contour Detection

OpenCV Training Session #3 Advanced Function of OpenCV | 5. Contour Detection

Evolution of Object Detection Techniques #3 Dataset, bounding box regressor, image pyramid

Evolution of Object Detection Techniques #3 Dataset, bounding box regressor, image pyramid

Research Paper and journals #8 Some important terms to remember while publishing a research paper

Research Paper and journals #8 Some important terms to remember while publishing a research paper

OpenCV Training Session #3 Advanced Function of OpenCV | 4. Edge Detection

OpenCV Training Session #3 Advanced Function of OpenCV | 4. Edge Detection

Evolution of Object Detection Techniques #2 Idea behind the approach, what we need for detection.

Evolution of Object Detection Techniques #2 Idea behind the approach, what we need for detection.

Research paper and journals # 7 Identifying the target Journal

Research paper and journals # 7 Identifying the target Journal

OpenCV Training Session #3 Advanced Function of OpenCV | 3. Image Blurring

OpenCV Training Session #3 Advanced Function of OpenCV | 3. Image Blurring

Evolution of Object Detection Techniques #1 Applications and use of Object Detection algorithms

Evolution of Object Detection Techniques #1 Applications and use of Object Detection algorithms

Research Paper and journals #6 Top 20 Journals for Data Scientists

Research Paper and journals #6 Top 20 Journals for Data Scientists

OpenCV Training Session #3 Advanced Function of OpenCV | 2. Image Enhancement techniques

OpenCV Training Session #3 Advanced Function of OpenCV | 2. Image Enhancement techniques

Research Paper and journals #5 Publishing an article in a journal

Research Paper and journals #5 Publishing an article in a journal

CNN Training Session Recording ( Part 3)

CNN Training Session Recording ( Part 3)

CNN Full Session recording (Part 2 )

CNN Full Session recording (Part 2 )

CNN Training Session Recording ( Part 1)

CNN Training Session Recording ( Part 1)

OpenCV Training Session #3 Advanced Functions of OpenCV | 1. Thresholding in OpenCV

OpenCV Training Session #3 Advanced Functions of OpenCV | 1. Thresholding in OpenCV

Introduction to MLOps #6 Will MLOps replace all Jobs in Data Science.

Introduction to MLOps #6 Will MLOps replace all Jobs in Data Science.

Research Paper and journals #4 Where to start writing a research paper?

Research Paper and journals #4 Where to start writing a research paper?

OpenCV Training Session #2 Basics of OpenCV | 4. Review QnA on basics of openCV

OpenCV Training Session #2 Basics of OpenCV | 4. Review QnA on basics of openCV

Introduction to MLOps #5 Who Benefits from MLOps in an organisation

Introduction to MLOps #5 Who Benefits from MLOps in an organisation

Research Paper and journals #4 Where to start writing a research paper?

Research Paper and journals #4 Where to start writing a research paper?

OpenCV Training Session #2 Basics of OpenCV | 3. Resizing, Rotation, Translation of the image

OpenCV Training Session #2 Basics of OpenCV | 3. Resizing, Rotation, Translation of the image

Intoruction to MLOps #4 Web application deployment on Azure cloud platform

Intoruction to MLOps #4 Web application deployment on Azure cloud platform

Research paper and Journals #3 Reasons for publishing a research paper

Research paper and Journals #3 Reasons for publishing a research paper

OpenCV Training Session #2 Basics of OpenCV | 2. Colour Spaces

OpenCV Training Session #2 Basics of OpenCV | 2. Colour Spaces

Intoduction to MlOps #3 Need for MLOps

Intoduction to MlOps #3 Need for MLOps

Research Paper and Journals Training Session # 2 What is Research Paper?

Research Paper and Journals Training Session # 2 What is Research Paper?

OpenCV Training Session #2 Basics of OpenCV | 1. Reading, writing, displaying of image in OpenCV

OpenCV Training Session #2 Basics of OpenCV | 1. Reading, writing, displaying of image in OpenCV

Introduction to MLOps. #2 Introduction to the concept of MLOps

Introduction to MLOps. #2 Introduction to the concept of MLOps

Research paper and journal Training Session #1 Introduction to session

Research paper and journal Training Session #1 Introduction to session

OpenCV Training Session #1 Introduction & Real time applications

OpenCV Training Session #1 Introduction & Real time applications

Introduction to MLOps #1Introduction to ML use cases

Introduction to MLOps #1Introduction to ML use cases

Major Steps in Basic CNN

Major Steps in Basic CNN

Top 10 Journals for Data Scientists

Top 10 Journals for Data Scientists

OpenCV feedbacks Video

OpenCV feedbacks Video

WhatsApp chatbot using nodejs

WhatsApp chatbot using nodejs

praveen kumar Anwla Live Stream

praveen kumar Anwla Live Stream