amrkld

About the man behind this account

butterfly_classification_computervision_kaggle

This repository contains a convolutional neural network (CNN) model to solve a classification problem using images of butterflies. The goal is to predict the type of butterfly in the images. This project is part of a competition hosted on Kaggle.

credit-score-classification_ml_model

This project is machine learning model that classifies credit scores using the RandomForestClassifier algorithm from scikit-learn.

disaster-tweet-classification-nlp-model

This project is part of a Kaggle competition aimed at predicting whether a given tweet is about a disaster or a normal event. The solution involves preprocessing the tweet text data and training a Long Short-Term Memory (LSTM) model to classify tweets.

facial_expression_recognizer_fine-tuning

This project uses the VGG16 and EfficientNetB2 models to recognize facial emotions in the FER-2013 dataset, classifying expressions into seven emotions.

football-players-detection-and-classification-using-yolov8

This repo is a football players detection and classification using YOLOv8 and RoboFlow for data creation

fraud-detection-ml-model

Fraud Detection machine learning model utilizes the "DecisionTreeClassifier" to identify fraudulent activities on an online payment app.

gtsrb_computer-vision_finetuning_vgg16

This repository contains a fine-tuning of the VGG16 pre-trained model to solve a classification problem using images of German traffic signs. The goal is to predict the type of traffic sign in the images. This project is part of a competition hosted on Kaggle.

hugging-face

This repo is my all HuggingFace Testing and Exploaring

image-enhancement-segmentation-tool

This project on image processing uses enhancement and segmentation techniques to improve the training of computer vision models.

image_to_text_ocr_project

This project is a Python application that uses Optical Character Recognition (OCR) to extract text from images. It leverages the following libraries:

leetcode

This repository is managed by LeetPush extension: https://github.com/husamahmud/LeetPush

object-detection-from-ccvt-yolov8

This project demonstrates how to perform object detection and tracking on CCTV footage using YOLOv8 and Supervision libraries.

password_strength_checker_ml_model

post-and_hand_detection_module

This module uses MediaPipe and OpenCV to perform real-time pose detection on video sources. It captures video from a webcam or a file, processes each frame to detect and draw human pose landmarks, and optionally saves the processed video to a file.

website-traffic-forecasting_ml_model

This model is designed to forecast website traffic using previous traffic.

zero_to_hero_nlp_by_tensorflow

This repository is (My study) for the zero_to_hero NLP course by TensorFlow on YouTube.