Soheil's repositories
MNIST-Multiclass-Classification-DNNs
A Dense Neural Networks (DNNs) model for multi-class classification of Modified National Institute of Standards and Technology (MNIST) database containing a collection of 70,000, 28 x 28 images of handwritten digits from 0 to 9
Object-Detection-Butterfly
A simple detection method for objects in a picture
Image-Segmentation-TensorFlow-ResNet50
Background removal using image segmentation in TensorFlow
Radiographs-human-bones-OpenCV
Radiographs detection and measurement for human bones using OpenCV
Label-Encoding-Data-Preprocessing
Label encoding for data preprocessing using sklearn's LabelEncoder library
Facial-Recognition-Image
Identifying and measuring facial features in an image
Facial-Recognition-Webcam
Identifying and measuring facial features from a live streaming webcam
Face-Landmarks-Detection
MediaPipe face mesh solution to the detection of face landmarks and facial expressions in images or videos
Pose-Landmarks-Detection
Detecting landmarks of human bodies in a real-time even with MediaPipe
Hand-Landmarks-Detection
Hand landmarks detection in an image by virtue of MediaPipe
House-Value-California-Regression-DNNs
Prediction of house value in California using regression based on Dense Neural Networks (DNNs)
House-Value-California
Prediction of house value in California using a linear regression
Coronary-Heart-Disease-Binary-Classification-DNNs
Modeling of Coronary Heart Disease (CHD) using binary classification based on Dense Neural Networks (DNNs)
Coronary-Heart-Disease-Data-Preprocessing
Data preprocessing for linear and logistic regression-based modeling of coronary heart disease
Maximum-Accuracy-House-Value-in-California
Data analysis for maximum accuracy in the prediction model of California's house value
Vehicle-Count-OpenCV
Vehicle detection, classification and count through OpenCV and YOLO
Simple-Moving-Average-Stock-Price
Calculating the simple moving average of a stock's price using Numpy and Pandas
Stock-Market-Data-Preprocessing
Stock market data preprocessing with stock price feeds
Face-and-Eye-Detection
Concurrent Detection of Face and Eye via Haarcascade Model
Webcam-Streaming-BGR-RED-INV-GRAY-Configuration
Webcam Streaming with a BGR-RED-INV-GRAY Configuration
Goal-Line-Technology-Football
A goal-line system monitoring the ball trajectory to detect whether it fully crosses the line into the goal (YOLO v8x model)
Hawk-Eye-Technology-Volleyball
A Hawk-Eye system tracking the ball to inform the volleyball referee whether it fully crosses the backcourt line into the goal
Test-1
New task