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afaq-ahmad

assignment--perceptron-model-and-nn-as-xor-gate

Task 1: Perceptron Model for Binary Classes Classification, Task 2: Perceptron Model for 3-Classes Classification, Task 3: 3-Layer Neural Network like XOR Gate

awesome-table-recognition

A curated list of resources dedicated to table recognition

aws-machine-learning-specialization

Course content and notes

banksy-annotation-tool

car-models-and-make-classification-standford_car_dataset-mobilenetv2-imagenet-93-percent-accuracy

Car Models and Make Classification Standford_Car_dataset mobilenetv2 imagenet 93 percent accuracy

cats-dogs-classification-using-efficientnetb0-and-flask-deployment

Cats Dogs Classification using Efficientnetb0 and Flask Deployment

coco-map-calculations-xml-customize-data

Coco map calculations customize dataset input xml and text format

convolutional-neural-network-cnn-for-text-classification

Convolutional Neural Network (CNN) for Text Classification in different categories

customvision-export-samples

Sample scripts for the export feature of Custom Vision Service

dataset_101--football_soccerball_marked_images

Football and Soccer ball Annotated Images

dataset_101--teeth_marked_images

Teeth Marked Images

docbank

DocBank: A Benchmark Dataset for Document Layout Analysis

drone-detection-and-tracking

drone-detection-tracking

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

fish-detection-and-species-classification

gender-and-age-detection-based-customer-tracking-classification-on-raspberry-pi

This algorithm tracks a person entering from a particular direction while his/her gender & age group are predicted & stored with the respective time of detection.

google-ocr-application-for-document-digitilization

It involves cropping heading, document splitting in text multilayer columns, then splitting the name, address and contact number line by line

gooseberries-detection-and-yield-estimation-proposal

Gooseberries Detection and Yield Estimation Proposal

horse-and-field-detection-based-on-color-and-motion

The main task of this project is to detect the horse based on computer vision techniques. We have used different methods to find where the horse in field and finding the boundary of of barn area. The steps that are used in the code are explained below:

hotel-booking-demand-case-study

This notebook contains a series of exercises designed to explore a range of data science, python scripting, and quantitative reasoning skills. You can, in principle. solve these exercises using a number of different programming languages/environments, but it will likely be easiest for you to simply fill out this notebook with your solutions in the relevant sections following each exercise.

image-classification-of-categories-building_forest_glacier_mountain_sea_street-using-keras

Image Classification of categories [Building, forest, glacier, mountain, sea, street]

image-classification-using-multi-class-weather-dataset-by-general-vgg-and-customize-vgg-model-keras

Multi-Class weather dataset for Classification task using general VGG and customize VGG model keras

k-nearest-neighbors-classifier-for-letters-concept-ocr

k-Nearest Neighbors Classifier has been used because of its simplicity, fastness and efficiency. The problem with Neural Network based models DNN or CNN required a lot of data, but in out cases we have limited amount of data just around 3 thousand images of characters

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

machine-learning-assignments-from-scratch-linear_logistic_polynomial-regression-svm-kmeans-pca

Machine Learning Assignments from scratch Linear_Logistic_Polynomial Regression SVM Kmeans PCA

madar-animal-detection-raspberrypi-based-on-motion-and-color-with-pan-tilt-camera-movement

Madar Animal Detection Raspberrypi based on motion and color with pan tilt camera movement

mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

miles-deep

Deep Learning Porn Video Classifier with tf.keras