Tensorflow | Ecosyste.ms: Awesome

https://github.com/thefcraft/nsfw-prompt-detection-sd

NSFW Prompt Detection for Stable Diffusion

deep-learning lstm nlp nsfw-detection python stable-diffusion tensorflow

Last synced: 03 May 2025

https://github.com/nneji123/automatic-license-plate-detection-recognition-api

Automatic Vehicle Number Plate Detection and Recognition API

aws-ec2 css deployment docker fastapi github-actions heroku html keras license license-plate-recognition lightsail pytesseract python railway tensorflow yolov4

Last synced: 06 May 2025

https://github.com/novlan1/garbage-classify-tensorflow

基于tensorFlowjs的垃圾分类

garbage-classification tensorflow

Last synced: 10 Apr 2025

https://github.com/kwea123/hindsight_experience_replay

A tensorflow implementation of hindsight experience replay

deep-q-learning hindsight-experience-replay jupyter-notebook python reinforcement-learning tensorflow

Last synced: 26 Mar 2025

https://github.com/fuyufjh/tensorflow-and-deep-learning-chinese

TensorFlow and deep learning without a PhD, translated to Chinese

deep-learning gitbook tensorflow

Last synced: 11 Apr 2025

https://github.com/codycollier/tfs-model-status-probe

A kubernetes probe which checks model status for a TensorFlow Serving model

grpc kubernetes tensorflow tensorflow-serving

Last synced: 12 Jul 2025

https://github.com/nbortolotti/tflitego

tflitego provide a simple and clear solution to use TensorFlow lite in Go. Our objective is provide a cohesive API, simplicity related to TensorFlow Lite C API connection and maintainability.

edge-computing go golang interpreter tensorflow tensorflow-lite tflite

Last synced: 06 May 2025

https://github.com/ethanhe42/named-entity-recognition

name entity recognition with recurrent neural network(RNN) in tensorflow

named-entity-recognition natural-language-processing recurrent-neural-networks tensorflow

Last synced: 11 Apr 2025

https://github.com/animikhaich/semantic-segmentation-using-autoencoders

Lightweight and Fast Person Segmentation using Autoencoders (Trained Weights Included)

autoencoder autoencoders cnn cnn-keras convolutional-neural-networks jupyter jupyter-notebook keras python segmentation semantic-segmentation tensorflow tensorflow2

Last synced: 10 Apr 2025

https://github.com/deepraj1729/self-driving-cars

Simulating a Self-Driving Car with basics of Deep Learning and Computer Vision

ai algorithms artificial-intelligence behavioral-cloning classification deep-learning google-colaboratory keras-tensorflow lane-lines-detection neural-networks opencv opencv-python polynomial-regression self-driving-car tensorflow udacity-nanodegree udacity-self-driving-car

Last synced: 01 May 2025

https://github.com/nneji123/plant-disease-detection-keras

Plant Disease Detection model built with Keras and FastAPI

deployment disease-classification disease-detection disease-prediction docker download fastapi git gitpod google-cloud heroku keras neural-network plants python tensorflow

Last synced: 06 May 2025

https://github.com/ameobea/rnn-viz

Interactive visualizations and demos that are used in a blog post I wrote about logic in the context of neural networks

activation-functions canvas echarts neural-network svelte sveltejs sveltekit tensorflow tf tfjs threejs tinygrad uplot webassembly

Last synced: 17 Mar 2025

https://github.com/cheind/rgbd-correction

Code and data accompanying our work on spatio-thermal depth correction of RGB-D sensors based on Gaussian Process Regression in real-time.

calibration depth-maps gaussian-process-regression gaussian-processes rgbd tensorflow

Last synced: 19 Jun 2025

https://github.com/zlsh80826/image-caption-tf

Image Caption

cs565600 image-caption image-captioning kaggle-competition tensorflow

Last synced: 11 Apr 2025

https://github.com/0101011/tensorflow-docs

Документация TensorFlow на русском языке. Learn TensorFlow notebooks in Russian.

tensorflow tensorflow-tutorials

Last synced: 10 Apr 2025

https://github.com/cheng-lin-li/machinelearning

Implementations of machine learning algorithm by Python 3

decision-trees fastmap gaussian-mixture-models gmm hmm-viterbi-algorithm kmeans lstm machine-learning machine-learning-algorithms mlp neural-network pca pca-analysis perceptron perceptron-learning-algorithm python3 scikit-learn tensorflow

Last synced: 09 Oct 2025

https://github.com/taejoongyoon/ecg_classification

ECG Classification with Tensorflow

ecg machine-learning tensorflow

Last synced: 06 Apr 2025

https://github.com/zabir-nabil/covid19-few-shot-learning

cnn-keras coronavirus coronavirus-dataset coronavirus-real-time covid-19 covid19 few-shot-learning keras siamese-network tensorflow x-ray

Last synced: 03 Jul 2025

https://github.com/vishal-v/gsoc-tensorflow-2019

Google Summer of Code 2019 with TensorFlow: Final Work Product

deep-learning google-summer-of-code gsoc-2019 machine-learning stackgan tensorflow tensorflow-models tensorflow2 tinyimagenet

Last synced: 06 May 2025

https://github.com/horseee/physionet

Deep learning based ECG classification

deep-learning ecg tensorflow

Last synced: 06 Sep 2025

https://github.com/matlab-deep-learning/hyperparameter-tuning-in-matlab-using-experiment-manager-and-tensorflow

This example shows how to use MATLAB to train a TensorFlow model and tune it's hyperparameters using co-execution with Python.

co-execution deep-learning example hyperparameter-tuning matlab model-training python tensorflow

Last synced: 07 May 2025

https://github.com/elysian01/exercise-and-yoga-tracker

Yoga-Tracker classifies various Yoga poses and not just static pictures but also real-time yoga poses performed in front of the camera.

deep-learning real-time-detection tensorflow tensorflowjs vgg16 yoga-pose-classification yoga-poses

Last synced: 29 Jul 2025

https://github.com/lihanghang/enterprise_credit_analysis

企业信用分析平台（EEAP）

classification-algorithm data-analysis data-mining enterprise-credit-analysis java-matlab jfinal3 machine-learning-algorithms matlab mysql-database neural-network rdf-triples sklearn-library tensorflow

Last synced: 09 Apr 2025

https://github.com/hwvs/dog-or-cat-tensorflowsharp-example

An example program for TensorflowSharp - classify an image as a dog or cat using a fine-tuned mobilenet model. GPU tuning parameters are added via a byte-array. (Possibly outdated! Updated 2018)

mobilenet tensorflow tensorflow-examples tensorflow-experiments tensorflow-tutorials tensorflowsharp

Last synced: 26 Oct 2025

https://github.com/pengzhaoqing/deepqa

a Deep learning based chatbot implemented by Tensorflow with beam search (forked from Conchylicultor/DeepQA)

beam-search chat deep-learning tensorflow

Last synced: 13 May 2025

https://github.com/RashadGarayev/TRSpeech-to-text

deepspeech mozilla speech-recognition tensorflow tensorflowdeepspeech turkish-language

Last synced: 22 Jul 2025

https://github.com/sbrunk/scalajs-tfjs

Scala.js bindings for TensorFlow.js. Train and deploy ML models in your browser with Scala.

deep-learning machine-learning scala scala-js tensorflow tensorflowjs

Last synced: 01 Apr 2026

https://github.com/jsten07/countyourbirds

An application to automatically recognize birds, specify the species, count and save pictures of them, only by use of one camera and a Raspberry Pi. The images and recorded values are made available online on https://opensensemap.org/.

birdfeeder birds birdwatching citizen-science classification detection image-recognition motion opencv raspberry-pi raspberry-pi-camera tensorflow tensorflow-lite

Last synced: 05 Mar 2026

https://github.com/jatolentino/ai-facial-recognition

Django and React web application to recognize facial expressions with AI

api-rest artificial-intelligence bitbucket celery cloudinary cloudrun django docker face-recognition figma javascript jira kubernetes nvidia-gpu postgresql python pytorch react redis tensorflow

Last synced: 11 Sep 2025

https://github.com/rakibhhridoy/anomalydetectionintimeseriesdata-keras

Statistics, signal processing, finance, econometrics, manufacturing, networking[disambiguation needed] and data mining, anomaly detection (also outlier detection) is the identification of rare items, events or observations which raise suspicions by differing significantly from the majority of the data. Typically the anomalous items will translate to some kind of problem such as bank fraud, a structural defect, medical problems or errors in a text. Anomalies are also referred to as outliers, novelties, noise, deviations and exceptions.

anomaly-detection autoencoder autoencoders deep-learning dropout keras lstm machine-learning numpy pandas python regularization tensorflow threshold

Last synced: 26 Feb 2026

https://github.com/sayakpaul/action-recognition-in-tensorflow

Contains additional materials for two keras.io blog posts.

action-recognition cnn-rnn keras sequence-models tensorflow transformers ucf-101 video-classification video-models

Last synced: 19 Jun 2025

https://github.com/suragnair/im2latex

An implementation of the Show, Attend and Tell paper in Tensorflow, for the OpenAI Im2LaTeX suggested problem

attention attention-mechanism deep-learning show-and-tell show-attend-and-tell tensorflow

Last synced: 09 Apr 2025

https://github.com/alvertogit/deeplearning_flask

Data Science AI Artificial Intelligence Deep Learning Python Keras TensorFlow TensorFlow2 Flask Flask3 Docker NGINX Gunicorn microservices REST API Jupyter Lab Notebook GitHub Actions Ruff

artificial-intelligence data-science deep-learning docker flask github-actions jupyter-lab jupyter-notebook keras python ruff tensorflow tensorflow2

Last synced: 15 Mar 2026

https://github.com/mingtaoguo/real-time-arbitrary-style-transfer-adain-tensorflow

This code mainly implement the paper ' Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization ' by TensorFlow

arbitrary-style-transfer real-time-style-transfer style-transfer tensorflow vgg19

Last synced: 16 Aug 2025

https://github.com/datainq/go-mnist-client

TensorFlow serving mnist example client in Go.

go golang grpc tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 24 Oct 2025

https://github.com/curiousily/todo-list-icon-classification-with-tensorflow-js

Use ReactJS and TensorFlow to suggest icons based on text in a ToDo list app

deep-learning javascript neural-network react reactjs tensorflow tensorflowjs text-classification

Last synced: 10 Mar 2026

https://github.com/aalind0/GAN-auto-write

Generative Adversarial Network that learns to generate handwritten digits. (Learning Purposes)

deep-learning gan generative-adversarial-network tensorflow

Last synced: 22 Jul 2025

https://github.com/matthewfeickert/nvidia-gpu-ml-library-test

Simple tests for JAX, PyTorch, and TensorFlow to test if the installed NVIDIA drivers are being properly picked up

cuda cudnn gpu jax nvidia pytorch setup tensorflow torch

Last synced: 15 Apr 2025

https://github.com/msikorski93/forecasting-inflation-rates-of-poland

Recently inflation is a popular topic in Poland and is highest since 2001. Experts presume inflation in Poland should continue to rise, and by the end of 2021 it will be close to 8%. This notebook aims to develop a forecasting model for time series using Python.

autoregressive-models cnn inflation-forecasting lstm sarima statsmodels tensorflow time-series-forecasting

Last synced: 27 Apr 2025

https://github.com/amirmardan/ml_course

This repository belongs to the course of machine learning with Python which is getting ready for AUT

data-analysis-python data-science deep-learning keras machine-learning python pytorch scikit-learn tensorflow

Last synced: 28 Jul 2025

https://github.com/chouffe/andrew-deeplearning-coursera

Deeplearning.ai - Andrew Ng - Coursera

andrew-ng coursera deep-learning keras machine-learning tensorflow

Last synced: 16 May 2025

https://github.com/thiagopbueno/tf-plan

Planning through backpropagation using TensorFlow.

planning rddl tensorflow

Last synced: 16 Jan 2026

https://github.com/opensourceai/tutorial

This is a machine learning and deep learning tutorial.（机器学习和深度学习教程）

deep-learning machine-learning pytorch tensorflow tutorial

Last synced: 13 Jun 2025

https://github.com/pat-alt/deepvars

Vector Autoregression augmented with deep learning.

deeplearning r tensorflow vectorautoregression

Last synced: 13 Oct 2025

https://github.com/tonytw1/squirrel-detector

Retraining a TensorFlow object detection model to look for squirrels.

detection-api squirrels tensorflow

Last synced: 15 Oct 2025

https://github.com/kaka-lin/ios-object-dection

ios real time object detection with ssd_mobilenet

ios object-detection ssd-mobilenet tensorflow tensorflow-ios tensorflow-mobile

Last synced: 27 Oct 2025

https://github.com/muzafferkadir/snake-learn-to-play

Snake learns to play. A reinforcement learning-based AI that learns to play the classic Snake game autonomously.

artificial-intelligence deep-learning dqn game-ai machine-learning python pytorch reinforcement-learning tensorflow

Last synced: 12 Jun 2025

https://github.com/aurelienmorgan/abnormal_vibrations_watchdog

Time Series Anomaly detection. The monitored signal is made-up of machinery vibration sensor measurements.

anomaly-detection autoencoder bayesian-optimization data-pipeline etl jupyter-notebook keras lstm mongo-db pyspark python rnn tensorflow time-series

Last synced: 24 Oct 2025

https://github.com/dr-saad-la/cs501-deep-learning-complete-course

Computer Science-501: Deep Learning Complete Course

computer-science course-materials data-science deep-learning dr-saad-laouadi machine-learning neural-networks python tensorflow

Last synced: 09 Apr 2025

https://github.com/sa-y-an/omrnet

Neural Networks to evaluate OMR Sheets

computer-vision neural-network quantization scikit-learn tensorflow

Last synced: 15 Oct 2025

https://github.com/mingtaoguo/yolo_v1_v2_tensorflow

Simple implementation of yolo v1 and yolo v2 by TensorFlow

object-detection tensorflow yolov1

Last synced: 08 Jul 2025

https://github.com/tf-encrypted/tf-pjc

Bridge between TensorFlow and Google's Private Join and Compute library

cryptography homomorphic-encryption machine-learning private-intersection-sum private-set-intersection secure-computation tensorflow

Last synced: 09 Apr 2025

https://github.com/lukashedegaard/dage

Official TensorFlow implementation for "Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol" [TIP 2021] and "Supervised Domain Adaptation using Graph Embedding" [ICPR 2020]

deep-learning domain-adaptation graph-embedding paper tensorflow transfer-learning

Last synced: 23 Apr 2025

https://github.com/burakahmet/deeplearning.ai-tensorflow-advanced-techniques-specialization

Assignments, Labs and Quizzes from DeepLearning.AI TensorFlow: Advanced Techniques specialization

artificial-intelligence artificial-neural-networks convolutional-neural-networks coursera coursera-assignment deep-learning deeplearning-ai generative-adversarial-network generative-ai jupyter-notebook keras machine-learning machine-learning-algorithms machinelearning-python neural-network neural-networks object-detection python semantic-segmentation tensorflow

Last synced: 14 Oct 2025

https://github.com/openlayer-ai/openlayer-python

The official Python library for Openlayer, the Continuous Model Improvement Platform for AI. 📈

ai data-centric machine-learning machine-learning-operations ml ml-infrastructure mlops model-deployment model-explainability openlayer synthetic-dataset-generation tensorflow unbox

Last synced: 22 Jun 2026

https://github.com/aakashns/deep-learning-workbook

A universal workflow for solving machine learning problems

deep-learning jupyter-notebook keras machine-learning tensorflow

Last synced: 03 Mar 2026

https://github.com/jbris/time_series_anomaly_detection_examples

Several examples of anomaly detection algorithms for time series data.

anomaly-detection anomaly-detection-algorithm data-science docker grafana grafana-influxdb influxdb influxdb-grafana machine-learning machine-learning-algorithms python r rstudio statistics telegraf tensorflow tensorflow-examples tensorflow-tutorials time-series time-series-analysis

Last synced: 04 May 2025

https://github.com/arabian9ts/vgg16

VGG16 network for recognition

deep-learning machine-learning python tensorflow vgg16

Last synced: 06 May 2025

https://github.com/mingtaoguo/cartoongan-tensorflow

Simple code implement the paper of CartoonGAN(CVPR2018)

cartoon-style-transfer cartoongan gan generative-adversarial-network style-transfer tensorflow

Last synced: 10 Jul 2025

https://github.com/dstalzjohn/py-poetry-m1

This repository contains a tutorial for using python poetry and tensorflow on a Apple M1 chip and x64/x86 system. Additionally when using the M1 chip, the power of its GPU is enabled for tensorflow.

m1 machine-learning python tensorflow

Last synced: 10 Apr 2025

https://github.com/andi611/dqn-deep-q-network-atari-breakout-tensorflow

Training a vision-based agent with the Deep Q Learning Network (DQN) in Atari's Breakout environment, implementation in Tensorflow.

agent atari atari-breakout breakout deep-q-learning deep-q-learning-network deep-q-network deep-qlearning-algorithm deep-qnetworks dqn mlds mlds17-machine-learning-course mlds2018spring openai-gym openai-gym-agents openai-gym-environments openai-gym-solutions reinforcement-learning tensorflow tensorflow-models

Last synced: 15 Jul 2025

https://github.com/ra101/kisssolver

An A.I. C.A.P.T.C.H.A. Solver browser-extension for KissAnime written in JavaScript with help of python.

ai anime captcha cnn convolutional-neural-networks deep-learning deep-neural-networks haar-cascade haar-cascade-classifier javascript keras kissanime opencv opencv-js opencv-python python tensorflow tensorflowjs

Last synced: 11 Apr 2025

https://github.com/rickiepark/dl-illustrated

<딥러닝 일러스트레이티드>(시그마프레스, 2021)의 코드 저장소

cnn deep-learning dnn gan keras reinforcement-learning rnn tensorflow

Last synced: 10 Apr 2025

https://github.com/AlexanderMelde/Verkehrszeichenerkennung

Traffic Sign Detection 🇩🇪 Praktische Implementierung einer Verkehrszeichenerkennung mit OpenCV und Tensorflow im Rahmen einer Studienarbeit.

autonomous-driving cnn computer-vision dataset gtsrb machine-learning opencv paper tensorflow traffic-sign-classification

Last synced: 06 May 2025

https://github.com/bryanlimy/dnn-dependency-parser

TensorFlow implementation of A Fast and Accurate Dependency Parser using Neural Networks

dependency-parser mlp neural-network nlp tensorflow

Last synced: 07 Sep 2025

https://github.com/vivek3141/ml

Easy to use high level python library for popular machine learning algorithms. Has in-built support for graphing and optimizers based in C++.

convolutional-neural-networks gradient-descent k-means learn-machine-learning library linear-regression logistic-regression machine-learning ml-python neural-network nonlinear-regression python tensorflow

Last synced: 07 May 2025

https://github.com/nuraj250/find-your-doc

A web-based chatbot application that interacts with users and provides responses based on a trained machine learning model.

chatbot flask flask-application python3 tensorflow

Last synced: 03 Mar 2025

https://github.com/krakencl/krakenkit

TensorFlow ToolKit for Swift.

ml protobuf swift tensorboard tensorflow

Last synced: 10 Apr 2025

https://github.com/elimu-ai/ml-authentication

😶‍🌫️ Android application for authenticating the current student using face recognition

face-recognition machine-learning ml tensorflow

Last synced: 30 Apr 2025

https://github.com/nikhilroxtomar/background-removal-using-deep-learning

The repository contains the code for removing the background human image using deep learning (semantic segmentation)

background-removal deep-learning semantic-segmentation tensorflow

Last synced: 11 Jul 2025

https://github.com/LukasHedegaard/dage

Official TensorFlow implementation for "Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol" [TIP 2021] and "Supervised Domain Adaptation using Graph Embedding" [ICPR 2020]

deep-learning domain-adaptation graph-embedding paper tensorflow transfer-learning

Last synced: 08 May 2025

https://github.com/mingtaoguo/retinanet_tensorflow

Implementation of RetinaNet (focal loss) by TensorFlow (object detection)

focal-loss object-detection retinanet tensorflow

Last synced: 10 Jul 2025

https://github.com/sami-badawi/tensorflow-typescript-starter

Starter project for TensorFlow.js in TypeScript for Node.js

deep-learning javascript mnist-classification node-js starter-project tensorflow tensorflow-js typescript

Last synced: 20 Jun 2025

https://github.com/matcom/ml

Base machine learning image and environment.

docker keras machine-learning python sklearn tensorflow

Last synced: 11 Aug 2025

https://github.com/mohdsaif-1807/network-intrusion-detection-system-using-machine-learning-and-deep-learning

Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN web I/O System. The deployed project link is as follows.

classification cybersecurity deep-learning detect-anomalies knn machine-learning mern-stack mongodb network network-intrusion-detection nids nodejs nsl-kdd reactjs rnn-model tensorflow

Last synced: 23 Apr 2025

https://github.com/reachsumit/tensorflow-mobilenet-which-car-is-that

Android app containing an Image classifier based on transfer learning CNN using Tensorflow 1.4.1 on Stanford's Imagenet cars dataset

android-application deep-neural-networks imagenet-classifier imagenet-dataset java playstore-sample python-3 tensorflow tensorflow-android transfer-learning

Last synced: 24 Jul 2025

https://github.com/markub3327/solar-transformer

Solar Irradiance Forecasting with Transformer model

artificial-intelligence deep-learning deep-neural-networks forecasting machine-learning regression solar-irradiance tensorflow transformer

Last synced: 13 Sep 2025

https://github.com/edgararuiz-zz/datadaymx

Plática y demostración de como integrar Tensorflow con R

ggplot2 keras r r2d3 recipes rmarkdown shiny tensorflow tidyverse

Last synced: 21 Apr 2025

https://github.com/colasgael/automatic-video-colorization

Automatic Video Colorization using Deep Neural Networks

automatic-colorization convolutional-neural-networks deep-learning gan tensorflow

Last synced: 14 Apr 2025

https://github.com/scisharp/tensorflow-net-docs

Tensorflow.NET documentation

documentation tensorflow

Last synced: 12 Jun 2025

https://github.com/mime-dream-team/mime-frontend

An easy-to-use, minimalist wireframing app powered by machine learning

developer-tools drawing-app machine-learning reactjs shape-detection socket-io tensorflow

Last synced: 13 Mar 2025

https://github.com/sudharsan13296/document-classification-using-lsa

Document classification using Latent semantic analysis in python

deep-learning document document-classification keras latent-semantic-analysis lsa natural-language-processing python tensorflow tf-idf

Last synced: 12 Apr 2025

https://github.com/atjsh/llmlingua-2-js

JavaScript/TypeScript implementation of LLMLingua-2 (Experimental)

hf javascript llmlingua nodejs prompt-compression prompt-engineering tensorflow tensorflowjs transformer-js transformers typescript web webgpu

Last synced: 13 Apr 2026

https://github.com/darienmt/carnd-semantic-segmentation-p2

Udacity Self-Driving Car Nanodegree - Semantic Segmentation Project

convolutional-networks deep-learning deep-neural-networks fully-convolutional-networks python self-driving-car semantic-segmentation tensorflow udacity udacity-self-driving-car

Last synced: 15 Aug 2025

https://github.com/taipingeric/fusionlab

An easy to use library and code snippets for PyTorch and Tensorflow

ai deep-learning python pytorch tensorflow

Last synced: 14 Jan 2026

https://github.com/parvvaresh/persian-spell-correction-using-parsbert

The Face Mask Detection script is a real-time application that utilizes deep learning techniques to identify whether a person in a webcam feed is wearing a face mask or not.

computer-vision covid-19 cv2-library python tensorflow

Last synced: 24 Feb 2025

https://github.com/iwatake2222/generic-tflmicro

CMake project for TensorFlow Lite Micro

cmake cpp tensorflow tensorflow-lite

Last synced: 05 Sep 2025

https://github.com/yfletberliac/mango

Question-Answering NLP model with character-level RNN (TensorFlow).

character-level-rnn deep-learning machine-learning nlp rnn tensorflow

Last synced: 06 Apr 2025

https://github.com/bowiehsu/tensorflow_ocr

OCR detection implement with tensorflow v1.4

ocr tensorflow

Last synced: 08 Apr 2025

https://github.com/mstallmo/aperture

Rust crate for object detection using TensorFlow

computer-vision object-detection rust tensorflow tensorflow-experiments

Last synced: 29 Mar 2025

https://github.com/hourout/tensorview

Dynamic visualization training service in Jupyter Notebook for Keras, tf.keras and others.

jupyter-notebook keras pytorch tensorflow visualization

Last synced: 11 Jun 2025

https://github.com/akshaymogaveera/self-driving-robot-using-neural-network

This project introduces the autonomous robot which is a scaled down version of actual self-driving vehicle and designed with the help of neural network. The main focus is on building autonomous robot and train it on a designed track with the help of neural network so that it can run autonomously without a controller or driver on that specific track. The robot will stream the video to laptop which will then take decisions and send the data to raspberry pi which will then control the robot using motor driver. This motor driver will move the robot in required directions. Neural Network is used to train the model by first driving the robot on the specially designed track by labeling the images with the directions to be taken. After the model is trained it can make accurate predictions by processing the images on computer. This approach is better than conventional method which is done by extracting specific feature from images.

arduino artificial-neural-networks driverless-car google gradient-descent keras machine-learning neural-network opencv opencv3-python python raspberry-pi robotics self-driving-car self-driving-car-simulation tensorflow tensorflow-models waymo