Discover nicknochnack/DeployingMachineLearningModels Open Source

Jupyter notebook showing how to build an image classifier with Python and Tensorflow

389

ImageClassification

382

RealTimeObjectDetection

A working example of RAG using LLama 2 70b and Llama Index

358

Llama2RAG

353

ReinforcementLearningCourse

LangchainDocuments

Langchain-Crash-Course

233

MediaPipePoseEstimation

A list of machine learning GitHub repos sorted by industry.

192

machine-learning-by-industry

180

LipNet

An end-to-end walkthrough with a custom object detection pipeline for face detection!

160

FaceDetection

A lightweight walkthrough accompanying the video on Drowsiness Detection using Ultralytics YOLOv5

155

DataScienceCheatsheet

FaceRecognition

YOLO-Drowsiness-Detection

Walk through how to build a langchain x streamlit app using GPT4All

131

Nopenai

A walkthrough of using the gym-anytrading environment for reinforcement learning applications leveraging custom datasets.

128

Reinforcement-Learning-for-Trading

126

RealTimeAutomaticNumberPlateRecognition

A complete package for building custom real time object detection applications.

123

RealTimeSignLanguageDetectionwithTFJS

ANPRwithPython

TFODApp

FacialLandmarkDetection

Real time facial landmark detection with Tensorflow.JS accompanying YT vid: https://youtu.be/PyxsziqatFE

StableDiffusionApp

PythonForDataScience

A full crash course on Python for beginners with a focus on Data Science

Audio classification using Tensorflow

100

DeepAudioClassification

Body-Language-Decoder

Code-That-ReactStableDiffusion

This code accompanies the YouTube tutorial where we build a custom OpenAI environment for reinforcement learning.

OpenAI-Reinforcement-Learning-with-Custom-Environment

A real time gesture recognition app using Tensorflow.JS, a pre-trained handpose model and the fingerpose library.

GestureRecognition

TFODRPi

A full Python pipeline that allows for the scraping, summarization and sentiment calculation for stock and crypto news.

Stock-and-Crypto-News-ScrapingSummarizationSentiment

A notebook showcasing how to use mediapipe holistic for body tracking.

Full-Body-Estimation-using-Media-Pipe-Holistic

A simple Jupyter Notebook walking through how to perform time series forecasting with Facebook Prophet.

TimeSeriesForecastingProphet

A complete app utilising React.JS and Tensorflow.JS for real time object detection using COCO SSD.

RealTimeObjectDetectionTFJSReact

A starter app for use with Tensorflow.JS tutorials.

ReactComputerVisionTemplate

A quick walkthrough of creating a neural network model using the Tensorflow Sequential API.

Tensorflow-in-10-Minutes

AutoStreamlit

mlapp

MarioRL

BERTSentiment

TensorflowKeras-ReinforcementLearning

A tutorial walking through the use of Keras-RL for reinforcement learning with OpenAI gym.

GPTNeo

ChatGPTAPI

GANBasics

MoveNetLightning

A worked example of using MoveNet Lightning for real time pose estimation.

Reinforcement-Learning-for-Trading-Custom-Signals

A series of tutorials focused on OpenCV for Python

OpenCV-Basics

A live walkthrough of leveraging real time speech to text with Watson STT.

RealTimeSpeechToText

A super fast crash course to get you up to speed with Pandas.

Pandasin20Minutes

An end to end walkthrough of LLaMA CPP's server.

FakeServer

FaceIDApp

Falcon40B

PyTorchin15

MultiPoseMovenetLightning

A walkthrough demonstrating multi person tracking using movenet lighting

A tutorial showing how to train RL agents for webgames, in this case, Chrome Dino

DinoAI

StreetFighterRL

MediaPipeHandPose

A short walkthrough that demonstrates how to perform neural style transfer with a pre-trained model.

Python-Neural-Style-Transfer

SimSwap

CommentToxicity

TikTokAnalytics

BinanceEDA

Exploratory data analysis with the Binance API

A short walkthrough on using Easy OCR for Optical Character Recognition with Python and Pytorch.

EasyOCR

AdvancedHandPoseWithMediaPipe

CrewAIPropertyBot

DoomReinforcementLearning

A walkthrough demonstrating how to build a keypoint detection model for iris detection

IrisDetection

ReactChatBot

A jupyter notebook showcasing how to forecast temperature using Neural Prophet.

Forecasting-Weather-with-Neural-Prophet

Build a keynote writing agent using CrewAI and watsonx.ai.

WatsonxCrewAI

StreamlitTitanic

A walkthrough of how to generate blog posts with GPT-2 Large using Hugging Face

Generating-Blog-Posts-with-GPT-2-Large

HandPoseDetection

A walkthrough of how to use Hugging Face summarization pipelines for long post summarization.

Longform-Summarization-with-Hugging-Face

A real time pose estimation app using React and Tensorflow.JS

PosenetRealtime

RegressionMachineLearningApp

IBM Generative AI Reflex App

IBM-Generative-AI-Reflex-App

StopSign

A super fast walkthrough of NLP Text Summarization with Hugging Face Transformers.

Hugging-Face-Transformers-Summarization

BodyPixBackgroundRemoval

A quick walkthrough demonstrating how to use Pegasus for summarization.

PegasusSummarization

RapGod

MLCrashCourse

A walkthrough showing how to calculate Tensorflow Object Detection model metrics.

TensorflowObjectDetectionMetrics

A notebook walking through how to use Keras RL to solve Atari environments.

KerasRL-OpenAI-Atari-SpaceInvadersv0

A walkthrough of using Watson Speech to Text to convert audio using Python

WatsonSTT

FullStackWatsonx

Multi store and product forecasting data and code for demonstration with Data Science Dojo!

MultiStoreProductForecasting-with-Prophet

GramformerApp

Final code from the QnA Web App with React and Tensorflow.JS YouTube video

QnA-Web-App-with-React-and-Tensorflow.JS

Using PaddleOCR for prescription drug label extraction.

DrugLabelExtraction-

GameObjectDetection

Image-Augmentation

A walkthrough using Watson Visual Recognition to detect face masks.

FaceMaskObjectDetection

CNNLayers

See what CNNs see

PyCaretClassificationCrashCourse

SegmentationAPI

A walkthrough of OpenAI Codex

OpenAI-Codex

100

watsonxRAG