Blog - Indian AI Production

LIVE Face Mask Detection AI Project from Video & Image

by Indian AI Production / On September 16, 2020 / In OpenCV Project

Project Name - LIVE Face Mask Detection App Project In this video we know how we can find live face mask with the help of DP Learning, that too with a good accuracy 99% Training Model using Own CNN Architecture '''Live Face Mask Detection AI App Project Playlist Video Tutorial: ''' # Training CNN model to predict Mask and No Mask (Images) # Install Packages """ pip install tensorflow==2.1.0 pip...

Build Your Own Live Video To Draw Sketch App In 7 Minutes | Computer Vision | OpenCV

by Indian AI Production / On August 26, 2020 / In OpenCV Project

In this tutorial, I have touched you, how to create a Live Video To Make Sketch in only 7 Minutes. Its computer vision Artificial Intelligence project and I used OpenCV Python Library and Cascade Classifier. Live Video To Draw Sketch App import cv2 # generate sketch image def sketch(image): # Convert color image to grayscale img_gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY) # make blure image...

👦 Build Your Own Live Body Detection App in 7 Minutes | Computer Vision | OpenCV

by Indian AI Production / On August 25, 2020 / In OpenCV Project

In this tutorial, I have touched you, how to create a Live body Detection App in only 7 Minutes. Its computer vision Artificial Intelligence project and I used OpenCV Python Library and Cascade Classifier. Live Body Detection App import cv2 # Load the Cascade Classifier body_cascade = cv2.CascadeClassifier("haarcascade_fullbody.xml") #startt web cam cap = cv2.VideoCapture('videos/Subway -...

Live Car Detection App in 7 Minutes | Computer Vision | OpenCV

by Indian AI Production / On August 22, 2020 / In OpenCV Project

In this tutorial I have touched you, how to create Live Car Detection App in only 7 Minutes. Its computer vision Artificial Intelligence project and I used OpenCV Python Library and Cascade Classifier. Live Car Detection App Project import cv2 #import time # Load the Cascade Classifier car_cascade = cv2.CascadeClassifier("haarcascade_car.xml") #startt web cam cap =...

InceptionV3 Convolution Neural Network Architecture Explain | Object Detection

by Indian AI Production / On August 17, 2020 / In Deep Learning Projects

Inception is a CNN Architecture Model. The network trained on more than a million images from the ImageNet database. The pretrained network can classify images into 1000 object categories, such as keyboard, computer, pen, and many hourse. Inception V3 Project # Inception V3 from tensorflow.keras.applications.inception_v3 import InceptionV3 from tensorflow.keras.applications.inception_v3 import...

VGG16 CNN Model Architecture | Transfer Learning

by Indian AI Production / On August 16, 2020 / In Deep Learning Projects

VGG16 was introduced in 2014 by Karen Simonyan and Andrew Zisserman in the paper titled Very Deep Convolutional Networks for Large-Scale Image Recognition. The paper can be read at VGG16 CNN Model # VGG16 from tensorflow.keras.applications.vgg16 import VGG16 from tensorflow.keras.applications.vgg16 import decode_predictions from keras.applications.vgg16 import preprocess_input from...

ResNet50 CNN Model Architecture | Transfer Learning

by Indian AI Production / On August 16, 2020 / In Deep Learning Projects

ResNet-50 is a Cnn That Is 50 layers deep. the network trained on more than a million images from the ImageNet database. The pretrained network can classify images into 1000 object categories, such as keyboard, computer, pen, and many hourse. ResNet50 CNN Model # ResNet50 from tensorflow.keras.applications.resnet50 import ResNet50 from tensorflow.keras.applications.resnet50 import...

cotton_pant_disease_prediction-AI-App-web-page

🌿Cotton Plant Disease Prediction & Get Cure App using Artificial Intelligence

by Indian AI Production / On August 11, 2020 / In Deep Learning Projects

I developed "🌿Cotton Plant Disease Prediction & Get Cure App" using Artificial Intelligence especially Deep learning. As Farmer, I know Farmer can't solve Farm's complex and even small problems due to lack of perfect education. So as AI enthusiastic I decided to solve this problem using the latest technology like AI. I just took baby step and start to collect lots of images of cotton crop...

Live Face Eyes Detection App in 7 Minutes | OpenCV

by Indian AI Production / On August 9, 2020 / In OpenCV Project

In this tutorial, I have touched you, how to create a Live Face Eye Detection App in only 7 Minutes. Its computer vision Artificial Intelligence project and I used OpenCV Python Library and Cascade Classifier. Live Face Eyes Detection App # import libraries import cv2 # Load trained cascade classifier eye_detect = cv2.CascadeClassifier('haarcascade_eye.xml') # start camera / read video cam =...

Build Your Own Live Face Detection App in 8 Minutes | OpenCV

by Indian AI Production / On August 6, 2020 / In OpenCV Project

In this tutorial I have touched you, how to create Live Face Detection App in only 8 Minutes. Its computer vision Artificial Intelligence project and I used OpenCV Python Library and Cascade Classifier. Live Face Detection App Project Code #import opencv import cv2 # Load the Cascade Classifier face_cascade = cv2.CascadeClassifier("haarcascade_frontalface_default.xml") #startt web cam cap =...