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Python
Created over 3 years ago
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BakingBrains

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Deep learning model implementation from scratch using pytorch

Hand_Tracking-_Using_OpenCV

Simple Hand Tracking module and Controlling Volume through gesture

Python

Real-Time_Background_remover

Using OpenCV and CVzone

Python

Generation_of_Data_using_GAN

Data generation using GAN on our own data

Python

Pose_estimation

Pose estimation

Python

People_counting_basic

Python

Face_LandMark_Detection

Facial Landmark Detection using OpenCV and Mediapipe

Python

Multi-class_text_Classification

Basics for Multi-class text Classification using different classifier algorithms.

Jupyter Notebook

Mask-RCNN-pytorch

Mask RCNN using Pytorch, backbone: maskrcnn_resnet50_fpn

Jupyter Notebook

Virtual_Zoom_using_OpenCV

Virtual Zoom using OpenCV

Python

Progressive_GAN-ProGAN-_implementation

ProGAN implementation

Python

Semantic-Segmentation-using-Pytorh

we will use pretrained fcn_resnet101 model for segmentation

Jupyter Notebook

YOLOv3

Implementation of YOLOv3 real time object detection model.

Python

yolov7_colab

Jupyter Notebook

Video_Classification

Dataset-https://drive.google.com/file/d/1AMHdRyj5wtrPdKf57HV4AVPOD36E0M8K/view

Jupyter Notebook

CNN_model_in_Docker

Training a CNN model in Docker

Python

GANs_Basics_Notebook

Jupyter Notebook

Music_generation_using_deep_learning_-RNN-LSTM-

Generating music using LSTM with the help of ESAC folk song dataset

Python

Number_Classification_Using_Tensorflow

Classification of numbers from 0-9 using DNN

Jupyter Notebook

Image-Classifier-GUI-CIFAR10-

GUI is created using tkinter

Jupyter Notebook

Sound_Classification

Sound classification on Urban Sound Dataset

Jupyter Notebook

Graph-Neural-Network

Pytorch Geometric => Build Graph Neural Network RDKit => Handle Molecule Data

Jupyter Notebook

ShuffleNet-V2_Implementation

Implementation of ShuffleNet V2 architecture

Python

Classifier-for-Histopathology-and-OCT-images

It is a classifier for OCT and Histopathology images using Neural network.

Jupyter Notebook

AI_Virtual_Keyboard

AI virtual keyboard

Python

Text_Detection_using_opencv

tessract version > 3.05

Python

Sentiment_analysis_RNN

Sentiment Analysis using imdb dataset

Jupyter Notebook

Fashion_mnist

Fashion_mnist using tensorflow

Jupyter Notebook

Dictionary_using_python_basics

Actual dictionary, where you can search the word for it's meaning

Jupyter Notebook

Voice-Assistant

Building our own voice assistant

Python

RCNN_implementation

Jupyter Notebook

CHAT_BOT_Uisng_python

Chatbot using python

Jupyter Notebook

ML_BASICS

Jupyter Notebook

Horse_vs_Human-Classifier

For high accuracy use more training and validation data

Jupyter Notebook

Face_mask_detection-model

Framework - Tensorflow, keras

Python

Basic_CNN_using_modelSubclassing

Basic CNN using model sub-classing in keras

Python

FashionMNIST_GAN

Jupyter Notebook

Faster-RCNN_Using-Pytorch

Using Pretrained Model - fasterrcnn_resnet50_fpn

Python

Health-cost-analysis-using-Linear-Regression

Simple Linear Regression Model for Health Cost analysis

Jupyter Notebook

SqueezNet_Implementation

Run the training code and then the Inference code to check the model on saved weights.

Python

NN_Using_pytorch-MNIST-

Python

Language_Detection_Using_NLP

Simple Language Detection Model

Jupyter Notebook

TIC-TAC-TOE

TIC-TAC-TOE game using Python

Jupyter Notebook

Image_Segmentation__Using_U_Net_like_architecture

Image Segmentation Using U-Net

Jupyter Notebook

Pix2Pix_GAN_Implementation

Pix2Pix GAN Implementation

Python

Cat_vs_dog_Classifier_using_Transfer_learning

cat vs dog using transfer learning (using inception V3 model)

Jupyter Notebook

Deep_Convolutional_GAN

DCGAN using MNIST

Jupyter Notebook

Time_Series_Forecast

Used case of Time series forecast

Jupyter Notebook

Pose_cloning_Opencv_Mediapipe

Cloning Your Pose using OpenCV and MediaPipe

Python

BOOK_Recommendation_Using_KNN

Jupyter Notebook

Face_Detection_using_Opencv

simple face detection

Jupyter Notebook

Text_analysis_Basics

Text Analysis using nltk

Jupyter Notebook

Hangman_game--Basic_python-

Hangman game using basics of Python

Jupyter Notebook

OpenCV-Simple-Projects

Virtual paint, Number Plate detection

Python

Retinal_OCT_image-Classifier

dataset - https://www.kaggle.com/paultimothymooney/kermany2018

Python

SMS_spam_detection_using_neural_network

Jupyter Notebook

Rock_paper_scisssor_DL_classifier

Dataset : training - https://storage.googleapis.com/laurencemoroney-blog.appspot.com/rps.zip testing - https://storage.googleapis.com/laurencemoroney-blog.appspot.com/rps-test-set.zip

Jupyter Notebook

Emergency_Vehicle_Detection_-classification-

Emergency vehicle detection and classification using transfer learning

Jupyter Notebook

Number_Generation-_Using_GAN

It's GAN!!! Number Generation(0-9) using Style GAN

Jupyter Notebook

Plotter

Simple Plotter for data analytics using chart_studio, cufflinks and pandas

Jupyter Notebook

House_price_prediction_uisng_tensorflow

Jupyter Notebook

Movie-Genre-Classifier

This model is based on my dataset creation, the original dataset is here: https://drive.google.com/file/d/1iQV5kKF_KGZL9ALx9MMXk_Lg7PklBLCE/view

Jupyter Notebook

Text_classification_using_Naive_Bayes_classifier

Jupyter Notebook

Creating-Own-Database-Using-Python

Creating our own Database using python

Python

BakingBrains/Deep_Learning_models_implementation_from-scratch_using_pytorch_

BakingBrains

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