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Manivannan Murugavel
Manivannan Murugavel

790 Followers

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Oct 27, 2022

YOLO Classification with Custom Dataset

This blog helps to train the classification model with custom dataset using yolo darknet. I have dataset for classification and the dataset is cat and dog. I have totally 400 images for cat and dog. Step 1: Preparing dataset The cat and dog images have different names of the images. Need to change the…

Yolov3

7 min read

YOLO Classification with Custom Dataset
YOLO Classification with Custom Dataset
Yolov3

7 min read


Nov 25, 2020

spaCy Annotation Tool — V2

Resolved the bug in v1. This annotation tool mainly focused on the bug number #6 from the github issue. The bug is when you annotate the same text from the para which is occurred more than two times, the annotation would be take the same index values for all text. …

Spacy Annotation Tool

1 min read

Spacy Annotation Tool

1 min read


Jun 10, 2020

Live Webcam Flask Opencv Python

Code: app.py from flask import Flask, Response import cv2 app = Flask(__name__) video = cv2.VideoCapture(0) @app.route('/') def index(): return "Default Message" def gen(video): while True: success, image = video.read() ret, jpeg = cv2.imencode('.jpg', image) frame = jpeg.tobytes() yield (b'--frame\r\n' b'Content-Type: image/jpeg\r\n\r\n' + frame + b'\r\n\r\n')

Live Webcam

1 min read

Live Webcam Flask Opencv Python
Live Webcam Flask Opencv Python
Live Webcam

1 min read


May 27, 2020

REST API in Google COLAB

In this tutorial, I will explain how to expose the rest api using python flask in Google Colab. I have used ngrok for making the public ip from our local. So download the ngrok and extract it. !wget https://bin.equinox.io/c/4VmDzA7iaHb/ngrok-stable-linux-amd64.zip !unzip -o ngrok-stable-linux-amd64.zip ‘!’ command used for run the linux command in colab jupyter from IPython import get_ipython ‘get_ipython’ used for run the linux command in background

Flask Colab

1 min read

REST API in Google COLAB
REST API in Google COLAB
Flask Colab

1 min read


May 25, 2020

One-Way Communication(live stream)

Chat application but it’s a one way messaging system This is blog explain how to steaming the message using redis. The Redis is a python library to streaming message with publisher and subscriber. This is a one way chat, don’t have the reply option in this application. Sender only send…

Live Stram Chat

1 min read

One-Way Communication(live stream)
One-Way Communication(live stream)
Live Stram Chat

1 min read


May 4, 2020

YOLO V4

Speed ​​and accuracy are both improved The Yolov4 released by Alexey Bochkovskiy and there are a huge number of features which are said to improve Convolutional Neural Network (CNN) accuracy. Practical testing of combinations of such features on large datasets, and theoretical justification of the result, is required. …

Yolov4

3 min read

YOLO V4
YOLO V4
Yolov4

3 min read


Apr 13, 2019

Object Tracking — Referenced with the ’n’ previous frame using Euclidean distance.

Before you will check this blog when you are going to read this blog. Because I have explained how to track the object using Euclidean distance by referring to the previous frame. In this blog explains how to track each object by referring to the ’n’ previous frame. The ’n’…

Multiple Object Tracking

2 min read

Object Tracking — Referenced with the ’n’ previous frame using Euclidean distance.
Object Tracking — Referenced with the ’n’ previous frame using Euclidean distance.
Multiple Object Tracking

2 min read


Apr 9, 2019

Object Tracking — Referenced with the previous frame using Euclidean distance.

In my previous blog, I have explained what is object detection and how to detect and track multiple objects. In this blog, I explain how to track each object from the video. …

Object Tracking

3 min read

Object Tracking — Referenced with the previous frame using Euclidean distance.
Object Tracking — Referenced with the previous frame using Euclidean distance.
Object Tracking

3 min read


Mar 29, 2019

How to Train NER with Custom training data using spaCy.

This blog explains, how to train and get the named entity from my own training data using spacy and python. This blog explains, what is spacy and how to get the named entity recognition using spacy. …

Spacy Ner Custom Data

3 min read

How to Train NER with Custom training data using spaCy.
How to Train NER with Custom training data using spaCy.
Spacy Ner Custom Data

3 min read


Mar 29, 2019

spaCy Named Entity Recognizer

What is spaCy(v2): spaCy is an open-source software library for advanced Natural Language Processing, written in the programming languages Python and Cython. The library is published under the MIT license and currently offers statistical neural network models for English, German, Spanish, Portuguese, French, Italian, Dutch and multi-language NER, as well as tokenization for…

Entity Recognition

4 min read

spaCy Named Entity Recognizer
spaCy Named Entity Recognizer
Entity Recognition

4 min read

Manivannan Murugavel

Manivannan Murugavel

790 Followers

Artificial Intelligence and Data Science

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