AISoltani

AISoltani

Clustering-in-Python

Clustering methods in Machine Learning includes both theory and python code of each algorithm. Algorithms include K Mean, K Mode, Hierarchical, DB Scan and Gaussian Mixture Model GMM. Interview questions on clustering are also added in the end.

Fake_News_Detection

Detecting Fake News

Image_Processing_Tools

Processing makes it simple to handle images, iterate over the pixels of an image and perform operations on them. here we use OpenCV Tools, OpenCV offers all kinds of algorithms from basic image processing to advanced computer vision

ML_Project_DigitRecognition_USPS

Extraction Methods of Handwritten Digit Recognition Tested on the USPS Database

Spark_join_cats

Example of spark for using join

Torch-Pruning

[CVPR-2023] Towards Any Structural Pruning; LLaMA / YOLOv8 / CNNs / Transformers

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

Vison_advanced

In this repo advanced vision tools are used . Algorithms for edge detection of various filters and scaling.

Yolov7_LPR

YOLOv7 Plate Detection and Recognition

AISoltani/AISoltani

AISoltani/Torch-Pruning

[CVPR-2023] Towards Any Structural Pruning; LLaMA / YOLOv8 / CNNs / Transformers

AISoltani/ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

AISoltani/nasdaq_pandas_numpy

Example on working with numpy and pandas on nasdaq csv

AISoltani/KNN_and_Bayes_Error-

In attachment, “data_gen” file is a function for data generation. To generate data according to condition defined in part 1, we should run a Python file entitled “Q1_1”, In attachment, a file entitled “knn” is a function for calculation of knn error.

AISoltani/SGD_for_SVM

Squared Hinge SVM

AISoltani/GMM_binary_search

AISoltani/Perceptron_Linear_Regression

Reading data from excel and implement perceptron example and linear regression

AISoltani/DB_Scan_Kmeans_Clustering

Clustering algorithm and BD scan, kmeans

AISoltani/detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

AISoltani/Find_Person

Finding Old Human Face From image-Changing Color Channel to find His Face

AISoltani/Gaussian_Mixture_Model-

ModelGaussian_Mixture_Model

AISoltani/Yolov7_LPR

YOLOv7 Plate Detection and Recognition

AISoltani/Clustering-in-Python

Clustering methods in Machine Learning includes both theory and python code of each algorithm. Algorithms include K Mean, K Mode, Hierarchical, DB Scan and Gaussian Mixture Model GMM. Interview questions on clustering are also added in the end.

AISoltani/Gussian_Sampling

Gussian Sampling Generation

AISoltani/mediapipe

Cross-platform, customizable ML solutions for live and streaming d and eployment with flexible low-code / no-code tools

AISoltani/ML_Project_DigitRecognition_USPS

Extraction Methods of Handwritten Digit Recognition Tested on the USPS Database

AISoltani/converts_rotating_rectangular_bbox

This project is aimed at converting between two representations of text detection bounding box labels (rotated rectangle bounding boxes): txt and xml.

AISoltani/Deep-Image-Classification-Deep-Feature-Extraction

deep learning for image processing including classification and object-detection etc.

AISoltani/Mask-RCNN-Tensorflow2.7.0-Keras2.7.0

Mask R-CNN for Object detection and Object segmentation, Keras==2.7.0 and TensorFlow==2.7.0

AISoltani/MediaPipe_Pose_Face_Hand_Detection

MediaPipe Solutions provides a suite of libraries and tools for you to quickly apply artificial intelligence (AI)

AISoltani/Vison_advanced

In this repo advanced vision tools are used . Algorithms for edge detection of various filters and scaling.

AISoltani/cuda-samples

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

AISoltani/Mask_RCNN_ResNet_101_50

AISoltani/MaskRCNN_Web_App_Flask

Prediction from browser in web app

AISoltani/Techniques-Vision-ML-PR

Techniques for deep learning with aerial imagery

AISoltani/mask_rcnn_in_tf2_keras

tf2-keras implement mask-rcnn

AISoltani/MMDetection-PyTorch

OpenMMLab Detection Toolbox and Benchmark

AISoltani/Voice-Conversion-Changer

AI voice use advanced algorithms to modify human voices, creating unique and creative effects. They're very popular in the entertainment industry, allowing for realistic character voices in movies, video games, streaming, and everyday communication.

AISoltani/photoshop-scripting-python

Scripting in Photoshop is used to automate a wide variety of repetitive task or as complex as an entire new feature