Tensorflow

TensorFlow is an open source library that was created by Google. It is used to design, build, and train deep learning models.

GitHub: https://github.com/topics/tensorflow
Wikipedia: https://en.wikipedia.org/wiki/TensorFlow
Repo: https://github.com/tensorflow
Created by: Google Brain Team
Released: November 9, 2015
Aliases: tensorflow-tutorials, tensorflow-experiments, tensorflow-models, tensorflow-examples, tensorflow-1-0, tensorflow-tutorial,
Last updated: 2026-07-10 00:27:34 UTC
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https://github.com/ArtZaragozaGitHub/NN--P4_Predicting_Customers_Likely_to_Abandon_Bank_Services

Analyze the customer data, build a neural network to help the operations team identify the customers that are more likely to churn, and provide recommendations on how to retain such customers

eda keras-classification-models matplotlib-library nn numpy-library pandas-library regularization-methods seaborn-library tensorflow

Last synced: 03 Feb 2026

https://github.com/khaledassassins/cv--plants_seedling_classification

A robust image classifier using CNNs to efficiently classify different plant seedlings and weeds to improve crop yields and minimize the extensive human effort to do this manually.

cnn-for-visual-recognition confusion-matrix cv2-library imagedatagenerator label-binarizer learning-rate matplotlib numpy-library pandas-library seaborn tensorflow tensorflow-keras train-test-validation vgg16-model

Last synced: 12 Aug 2025

https://github.com/aakashsyadav1999/dog-breed-classifier

This project, DOG-BREED-CLASSIFIER, uses a deep learning CNN model to predict dog breeds from images.

app aws aws-s3 cnn-classification docker docker-compose gemini-ai gemini-api keras-tensorflow pandas prediction-model prefect prefect-agent tensorflow

Last synced: 28 Jan 2026

https://github.com/saharstudios/lungcancerclassification

This repository contains a deep learning-based cancer type prediction system using a trained convolutional neural network (CNN). The model is deployed using Streamlit, allowing users to upload medical images and receive predictions with a probability distribution displayed in a pie chart.

ai-in-healthcare-and-biology biomedical-ai cancer-classification histopathology image-classification lidc-dataset lung-cancer-classification lung-cancer-detection machine-learning medical-imaging neural-networks pyradiomics streamlit tensorflow

Last synced: 01 Jul 2025

https://github.com/subhajit0210/face-mask-detection-using-cnn

This project demonstrates how to build a Face Mask Detection System using CNN

activation-functions cnn convolutional-neural-networks cv2 deep-learning deep-neural-networks face-mask-detection keras loss-functions matplotlib neural-network numpy optimizer python3 sklearn tensorflow

Last synced: 09 Apr 2026

https://github.com/michelecortiana/digitml

This school project uses Machine Learning 🤖 to recognize digits and letters with an advanced algorithm. It includes a Java servlet ☕ for the backend, a PHP web app 🌐 for the UI, an Android app 📱 for mobile access, and a Python server 🐍 (Flask + TensorFlow) for image processing. 🚀

androidstudio apachenetbeans flask java machine-learning php servlet tensorflow

Last synced: 09 Apr 2026

https://github.com/subhoshri/chatbot

A Contextual Chatbot

chatbot css deep-learning flask html javascript machine-learning nlp python tensorflow

Last synced: 06 Feb 2026

https://github.com/prabha1729/image-classification

Multi-layered perceptron on Google's Quick Draw Dataset

image-classification keras matplotlib neural-networks python3 quickdraw-dataset tensorflow

Last synced: 04 Oct 2025

https://github.com/rahul1582/named-entity-recognition

A keras implementation of Bidirectional-LSTM for Named Entity Recognition.

bidirectional-lstm keras named-entity-recognition spacy tensorflow

Last synced: 04 Oct 2025

https://github.com/abhisek-13/handwritten_digit_classifier

This repository contains a CNN model for handwritten digit recognition with 98% accuracy. Implemented in a Jupyter Notebook, the code is easy to understand, modify, and use for further development, including creating your webpage.

cnn deep-learning kaggle keras mnist-dataset pandas python tensorflow

Last synced: 15 Apr 2026

https://github.com/dongju93/file-to-image-for-cnn

Convert files to binary, then transform them into RGB images. Subsequently, use these RGB images to train CNN models in a supervised manner for malware detection.

convolutional-neural-networks deep-learning javascript jupyter-notebook machine-learning python pytorch supervised-learning tensorflow typescript

Last synced: 07 Apr 2026

https://github.com/aravinda-1402/covid-detection-model-using-chest-x-ray

The objective of this project is to develop a Deep Learning Model to identify the X-Rays of healthy vs. Pneumonia (Corona) afflicted patients using the Chest X-Ray dataset, and use this model to power the AI application to test the Corona Virus in a faster phase.

classification cnn covid flask keras numpy pandas tensorflow

Last synced: 09 Apr 2026

https://github.com/yc1909/mental_health_analysis

This is project that helps detect user's mental health based on user's description.

bert-embeddings chatbot classification exploratory-data-analysis generative-ai langchain large-language-models machine-learning nlp numpy ollama pandas python sentiment-analysis tensorflow

Last synced: 09 Mar 2026

https://github.com/gauravtrivedi967/sentiment-analysis-for-depression-based-on-social-media-post

This project will scrap subreddits from reddit and then it will use deep learning for training the model, and then it is deployed on flask using a simple GUI

cnn-classification cnn-model csv deep-learning flask html5 keras pickle python sentiment-analysis tensorflow

Last synced: 09 Apr 2026

https://github.com/killerstrike17/hacknight-5.0-stayconnected---devengers

Developed a virtual assistant using GANs

android-studio azure flask stargan tensorflow

Last synced: 15 Apr 2026

https://github.com/zeshanfareed/face_emotion_detection_using-open_cv

Emotion Detection Code (Using OpenCV + Keras + FER model)

computer-vision deep-learning deep-neural-networks emotion-detection emotion-recognition face-recognition fear fer happy image-classification image-manipulation image-processing keras machie-learning model opencv python tensorflow

Last synced: 09 Apr 2026

https://github.com/asenacak/recommendersystems-steamvideogames

als-algorithm alternating-least-squares collaborative-filtering implicit-feedback ncf neural-collaborative-filtering pyspark pyspark-sql python recommendation-system recommender-system steam-games tensorflow

Last synced: 28 Jan 2026

https://github.com/shibam120302/pancard_tempering_dectector_app

The purpose of this project is to detect tampering/fraud of PAN cards using computer vision. This project will help the different organizations in detecting whether the Id i.e. the PAN card provided to them by their employees or customers or anyone is original or not.

flask flask-application juypter-notebook opencv python tensorflow

Last synced: 09 Apr 2026

https://github.com/namila007/fruits-360-classification

Image classifications done using tensorflow , keras neural networks

keras neural-network tensorflow tensorflow-experiments

Last synced: 28 Jan 2026

https://github.com/timpaquaij/chick-vascular-quantification-app

An application to quantify chick vascular structures based on microscopy images

computer-vision deep-learning tensorflow vascular-quatification

Last synced: 06 Feb 2026

https://github.com/en10/buildtf

Build Tensorflow from Source

bazel build source tensorflow wheel

Last synced: 11 Apr 2026

https://github.com/hari9-9/captcha-solver

A Scalable CAPTCHA solving Solution using CNN's

captcha-solver deep-neural-networks scalability tensorflow tf-lite

Last synced: 15 Apr 2026

https://github.com/tejacherukuri/guided-context-gating

This is the official repository for ICIP'24 paper titled 'Guided Context Gating: Learning to Leverage Salient Lesions in Retinal Fundus Images'

jupyter-notebook keras python tensorflow

Last synced: 17 Apr 2026

https://github.com/prabha1729/sentiment-analysis

classifying movie reviews as positive or negative

matplotlib movie-review-classifier neural-networks python3 sentiment-analysis tensorflow

Last synced: 09 Apr 2026

https://github.com/jolares/workshop-tensorflow-with-javascript

client-side-machine-learning tensorflow tensorflowjs

Last synced: 09 Apr 2026

https://github.com/jatonline/uk-energy

Using published statistics for each of the nearly 34,000 Lower Super Output Areas (LSOAs) in England, I have estimated the annual gas and electricity use of the average domestic property by building type (detached, semi-deteched, terraced, flat, bungalow).

energy heating keras machinelearning sklearn tensorflow

Last synced: 29 Jan 2026

https://github.com/valmir-unicap/inteligencia-artificial

Disciplina de Inteligência Artificial

linear-regression logistic-regression matplotlib numpy pandas python tensorflow

Last synced: 09 Apr 2026

https://github.com/thangtran3112/machine-learning

NLP, Neural networks, pytorch, tensorflow, AWS Sagemaker fine-tuning

artificial-neural-networks aws-bedrock aws-sagemaker gensim gru-neural-networks keras lemmatization lstm-neural-networks nltk numpy one-hot-encoding pandas python recurrent-neural-network scikit-learn tensorflow tfidf-vectorizer word2vec

Last synced: 15 Feb 2026

https://github.com/tade0726/nlp_analysis

nlp tensorflow tflearn word2vec

Last synced: 05 Aug 2025

https://github.com/hakanozger/handwritten-digit-recognizer

A deep learning-based handwritten digit classification system using Flask (backend) and React (frontend). The model is trained on the MNIST dataset with CNN and data augmentation for improved accuracy.

ai deep-learning docker docker-compose flask image-classification machine-learning python tensorflow

Last synced: 09 Apr 2026

https://github.com/nishantchamate/semvii_aiml

S.P.I.T. Semester VII'th AIML Experiments

keras matplotlib mlflow numpy pandas plotly pytorch scikit-learn scipy tensorflow

Last synced: 27 Sep 2025

https://github.com/zythedeveloper/sea-animals-classifier

The Sea Animals Classifier is a machine learning project designed to accurately classify different sea animals based on image data. Using deep learning techniques, such as Convolutional Neural Networks (CNNs) and transfer learning, this project aims to build a robust model capable of distinguishing between various marine species.

deep-learning deep-neural-networks densenet efficientnet flask machine-learning neural-networks resnet tensorflow

Last synced: 09 Apr 2026

https://github.com/faysalmiah55/ann-churn-regression

ANN Churn Estimate Salary

ai keras ml nlp python regression streamlit tensorflow

Last synced: 09 Apr 2026

https://github.com/bhaskarblur/androidlocationrecognizertensorflow

This mobile app works on TensorFlow landmark ML Model & can recognize locations like Eiffel Tower & more.

camerax-api jetpack-android jetpack-compose kotlin kotlin-android tensorflow tensorflow-lite

Last synced: 07 May 2026

https://github.com/minhosong88/cnns_food_classification

This project focuses on using Convolutional Neural Networks (CNNs) to classify food images from the Food-11 dataset.

adam-optimizer cnn-classification keras neural-network optimization python relu selu tensorflow

Last synced: 29 Jan 2026

https://github.com/tusharpandey003/basics-of-machine-learning

Basics of machine learning is END-TO-END Repository which includes very Basic Machine Learning Models and Notebook

algorithms diabetes-prediction drug drug-discovery embedding embedding-models embeddings knn-algorithm logistic-regression lstm lstm-model machine-learning naive-bayes-algorithm neural-networks parameters-hyperparameters parkinsons-detection svm tensorflow tensorflowhub wine-review

Last synced: 09 Apr 2026

https://github.com/axelsgit/fashion-recommender

This project builds a hybrid and visual recommender system for (luxury) fashion products, simulating a real-world e-commerce scenario (e.g., Zalando, Farfetch, Fashion Nova). It integrates visual filtering, collaborative filtering, content-based filtering, and hybrid models, enriched with user metadata and interaction recency.

deepfashion fashion fastapi numpy pandas python resnet-50 sklearn streamlit tensorflow ui-design

Last synced: 07 Apr 2026

https://github.com/ashar97/advanced-machine-learning

Advanced Machine Learning MOOC Specialisation Assignments

keras numpy python3 tensorflow

Last synced: 09 Apr 2026

https://github.com/klima7/numpynet

Convolutional Neural Network written from scratch using numpy with API similar to tensorflow.

cnn convolution network nn numpy scratch tensorflow

Last synced: 24 Sep 2025

https://github.com/vinukavinnath/ipcv

A collection of image processing and computer vision tutorials covering topics from shape detection to deep learning-based image classification. Created under the supervision of Dr. Kaneeka Vidanage.

computer-vision deep-learning image-processing multiclass-classification neural-network opencv tensorflow vgg16

Last synced: 15 Apr 2026

https://github.com/xprithvi/cosmomap

CosmoMAP is a project that attempts to leverage machine learning to emulate magnetohydrodynamic cosmological simulations using data from their dark-matter-only counterparts.

astronomy convolutional-neural-networks cosmology keras machine-learning neural-network physics tensorflow

Last synced: 01 Aug 2025

https://github.com/aymane-maghouti/machine-learning-basics

This is a basic repository which contains a simple application of machine learning algorithms and some statistical methods for data analysis

algorithm keras machine-learning neural-network python sklearn supervised-learning tensorflow unsupervised-learning

Last synced: 09 Apr 2026

https://github.com/apal21/tensorflow-pima-indians-dataset-classification

Pima Indians Dataset classification using Tensorflow Linear Classifier and DNN Classifier.

classification deep-neural-networks kaggle linear-classifier pandas pima-indians-dataset scikit-learn tensorflow

Last synced: 09 Apr 2026

https://github.com/abdulrahmanaymann/automated-facial-expression-recognition-using-artificial-neural-networks

Automated Facial Expression Recognition using Artificial Neural Networks is a machine learning project that uses convolutional neural networks (CNNs) to classify facial expressions in images into various categories such as anger, fear, surprise, sadness, happiness, and neutral.

artificial-neural-networks convolutional-neural-networks deep-learning facial-expression-recognition image-classification keras machine-learning python tensorflow

Last synced: 07 May 2026

https://github.com/linggarm/poultry-meat-freshness-classification-with-transfer-learning-using-resnet

The utilization of the ResNet architecture and Transfer Learning methods to classify Poultry Meat Freshness images into two categories, namely Fresh and Rotten.

artificial-intelligence binary-classification cnn colab-notebooks computer-vision deep-learning fine-tuning imagenet machine-learning meat-classification numpy pandas poultry python residual-networks resnet scikit-learn supervised-learning tensorflow transfer-learning

Last synced: 15 Apr 2026

https://github.com/bangaji313/recommender-system-movielens

Proyek Sistem Rekomendasi Film dengan Content-Based & Collaborative Filtering. Submission untuk modul Machine Learning Terapan di Coding Camp 2025.

collaborative-filtering content-based-filtering data-science deep-learning dicoding jupyter-notebook keras movie-recommendation movielens pandas python recommender-system scikit-learn tensorflow

Last synced: 15 Apr 2026

https://github.com/ifte-13/loan-approval-system

Loan Approval System

imbalanced-learn matplotlib numpy pandas scikit-learn seaborn tensorflow

Last synced: 11 Apr 2026

https://github.com/xinetzone/atom

mxnet pytorch tensorflow

Last synced: 30 Jan 2026

https://github.com/sabtain-dev/tensorflow

Learn and implement CNNs using TensorFlow and Keras, covering image preprocessing, classification, callbacks, visualizations from foundational concepts to real-world applications.

tensorflow tensorflow-examples tensorflow-tutorials tensorflow2

Last synced: 16 May 2026

https://github.com/tyler-pritchard/tabla-image-gen-ai

🪘 Tabla Drum Image Generator – AI-powered tabla drum image generation using Stable Diffusion & GANs. Features custom dataset curation, ML training pipeline, and scalable API deployment.

ai-engineering ai-research computer-vision data-augmentation dataset-curation deep-learning diffusion-models gans generative-ai huggingface image-generation machine-learning ml-deployment model-fine-tuning neural-networks pytorch stable-diffusion synthetic-data tensorflow web-scraping

Last synced: 13 Apr 2026

https://github.com/dogan-the-analyst/toyota_car_price_prediction_using_regression

machine-learning pandas regression tensorflow

Last synced: 18 May 2026

https://github.com/laiiihz/guide-to-install-tensorflow-with-nvidia-docker

install tensorflow with GPU support :arrow_double_down:

docker gpu-tensorflow tensorflow

Last synced: 15 Apr 2026

https://github.com/j0x7c4/ai-on-edge

使用树莓派+NCS2

ncs2 raspberry-pi tensorflow

Last synced: 30 Jan 2026

https://github.com/gummala-vinaykumar/aws-deepracer-autonomous-racing-model

Developed an AWS DeepRacer model using Python & the PPO algorithm, leveraging TensorFlow to train & fine-tune a deep reinforcement learning model. Designed a custom reward function & optimized hyperparameters to improve policy learning & navigation performance. Utilized AWS infrastructure for scalable training & deployment.

aws aws-deepracer aws-infrastructure deep-learning deepracer deployment hyperparameter-tuning machine-learning ppo-algorithm python rl scalable tensorflow training

Last synced: 30 Jul 2025

https://github.com/shahules786/newsclsmodel

News classification model using tf 1.15

classification news tensorflow

Last synced: 18 Apr 2026

https://github.com/fahimfba/tf-learning

Learning material for my Tensorflow learning

tensorflow tensorflow-examples tensorflow-experiments tensorflow-tutorials tensorflow2

Last synced: 30 Jan 2026

https://github.com/swamikannan/speed-run-tf2.0

Speed run to model data from the breast cancer dataset in sklearn

deep-learning machine-learning tabular-data tensorflow

Last synced: 15 Apr 2026

https://github.com/itaynir1/tf-second_car_hand

The code builds a machine learning model to predict the price of second-hand cars. It preprocesses the data, defines a neural network model, and trains it using the training dataset. The model's performance is evaluated, and predictions are made on new car data.

ipynb kaggle machine-learning machine-learning-algorithms python tensorflow tf

Last synced: 25 Feb 2026

https://github.com/mlkav/rock-paper-scrissors

dicoding tensorflow

Last synced: 02 Apr 2026

https://github.com/milanesaopa/image-text-extractor

Xcrap Image Text Extractor is a package of the Xcrap framework that abstracts the extraction of texts from images using the node-tesseract-ocr library.

apache background-subtraction computer-vision gnome image image-to-text llm machine-learning nuxt ocr-text-reader remove-grid tensorflow text-recognition vue

Last synced: 27 Jul 2025

https://github.com/kimbaorrr/mask_detection

Simple Mask Detection using Haar Cascade (TF & OpenCV)

opencv python tensorflow

Last synced: 15 Apr 2026

https://github.com/prince2004patel/customer-churn-ann-classification

artificial-neural-networks customer-churn-prediction keras machine-learning python streamlit tensorflow

Last synced: 09 Apr 2026

https://github.com/anuragnatoo/tensorflow-practice

tf.stuff()

keras mnist-classification tensorflow

Last synced: 15 Apr 2026

https://github.com/priyanshishuklaa/gesturex

GestureX is a real-time Indian Sign Language (ISL) translator that converts hand gestures into text and speech. It helps bridge the communication gap between the deaf community and the hearing world using computer vision and machine learning.

computer-vision deep-learning flask gesture-recognition gtts indian-sign-language indian-sign-language-translator isl machine-learning opencv python real-time-translation-accessibility sign-language-translator speech-synthesis tensorflow

Last synced: 09 Apr 2026

https://github.com/minhosong88/wide_and_deep_network_bank_marketing

This project is part of a lab assignment where we explored the application of wide and deep networks to the Bank Marketing dataset.

keras machine-learning neural-network optimization python tensorflow wide-and-deep

Last synced: 19 Feb 2026

https://github.com/atihn/car-price-prediction-using-neural-network

Predicting used car prices using a deep neural network in TensorFlow and Keras. Includes preprocessing, training, evaluation, and visualization.

car-price-prediction deep-learning keras machine-learning neural-network python regression tensorflow

Last synced: 15 Apr 2026

https://github.com/denismakogon/tensorflow-debian

TensorFlow Debian:stretch Docker images

debian docker docker-image fnproject multistage serverless tensorflow

Last synced: 04 Apr 2026

https://github.com/wassimhd/faceemotionrecognitioncnn

This project implements a deep learning model for face emotion recognition using Convolutional Neural Networks (CNNs) and MobileNetV2 architecture, it's designed to classify 7 different emotions

cnn-classification data-science deeplearning keras opencv python tensorflow

Last synced: 05 Apr 2026

https://github.com/abdullahwaqar/dumb_arxoid

A dumb chatbot that uses TensorFlow.

artificial-intelligence chatbot machine-learning nltk tensorflow

Last synced: 17 Apr 2026

https://github.com/rashmi-carol-dsouza/muffin-vs-chihuahua

This web app uses a machine learning model to classify images into two categories: Chihuahua or Muffin

azure-app-service azure-container-registry django docker image-classification tensorflow terraform

Last synced: 31 Jan 2026

https://github.com/amidug/brazilpipeline

fastapi keras mlflow python scikit-learn tensorflow xgboost

Last synced: 10 Apr 2026

https://github.com/oleksiilatypov/mlzoomcamp-capstone01

mlzoomcamp capstone project

cnn-classification flask numpy tensorflow

Last synced: 15 Apr 2026

https://github.com/guidasneves/spotify_recsys

End-to-end Spotify recommendation system

ai artificial-intelligence content-based-filtering data-science deep-learning machine-learning recommender-system recsys tensorflow

Last synced: 20 May 2026

https://github.com/mariam-zaidi/gesture_recognition_model

Deep learning model to recognize gestures

3dconv cnn-rnn keras lstm neural-networks tensorflow

Last synced: 07 Feb 2026

https://github.com/panta/python-keras-tf-env

A requirements.txt setup for Keras with a TensorFlow backend.

keras keras-tensorflow pip python python3 tensorflow virtualenv

Last synced: 09 May 2026

https://github.com/rohetoric/text-vector-visualisation

Website: https://rohetoric.github.io/text-vector-visualisation/

data-science data-visualization fasttext fasttext-embeddings machine-learning python3 spacy spacy-nlp tensorflow tensorflow-examples tensorflow-experiments tensorflow-tutorials tensorflow1 tensorflow2

Last synced: 31 Jan 2026

https://github.com/camara94/nlp-basique

Dans ce tutoriel, nous découvrir ensemble les bases de NLP en IA

gensim nlp nlp-keywords-extraction nlp-machine-learning pytorch sklearn spacy spacy-nlp tensorflow

Last synced: 04 Apr 2026

https://github.com/ledsouza/deep-learning-noticias

Este projeto visa construir dois modelos de Machine Learning: um para classificar notícias em diferentes categorias e outro para realizar o autocomplete de texto, prevendo a próxima palavra em uma frase. O conjunto de dados fornecido consiste em notícias de um site de notícias, já pré-processadas e armazenadas em um arquivo CSV.

deep-learning keras machine-learning python scikit-learn tensorflow

Last synced: 08 Mar 2026

https://github.com/capstone-project-sekarya/sekarya-machine-learning

flask jupyter-notebook keras-tensorflow pillow python tensorflow

Last synced: 15 Apr 2026

https://github.com/ryanbritodev/blean

Repositório para a plataforma "Blean", desenvolvida para a 1ª Global Solution na FIAP, com o tema "Blue Future".

arduino computer-vision css3 google-teachable-machine html5 ia javascript keras microplastics mongodb python tensorflow

Last synced: 02 Apr 2026

https://github.com/mkmar01/Navify

android augmented-reality computer-vision html opencv python tensorflow

Last synced: 30 Dec 2025

https://github.com/vwxyzjn/tensorflowbyexample

Make tensorflow more practical and less magical

machine-learning python tensorflow

Last synced: 15 Apr 2026

https://github.com/williyam-m/ai-bot_deepset_roberta-base-squad2_q-a_model

Developed a real-time question-answering web application utilizing Hugging Face’s deepset/roberta-base-squad2 model, achieving 79.87% accuracy with minimal latency

flask python session tensorflow transformer

Last synced: 15 Apr 2026

https://github.com/treytuscai/transformers

Implements a GPT‑style Transformer architecture from Vaswani et al. (2017) to generate text and solve arithmetic tasks.

nlp python tensorflow transformer

Last synced: 15 Apr 2026

https://github.com/seasonleague/nutrientional_diet

A predictive modelling for nutritional diet

prediction predictive-modeling tensorflow

Last synced: 18 May 2026

https://github.com/adeel-intizar/digits-recognizer-mnist-

TensorFlow/Keras Implementation of MNIST Dataset

keras mnist mnist-classification mnist-handwriting-recognition tensorflow

Last synced: 17 Apr 2026

https://github.com/adhishnanda/motion-based-german-learning-app

AI-powered language learning app with gesture recognition (MediaPipe + ML/DL models), real-time interaction, spaced repetition, and full React/TypeScript UI. Demonstrates ML engineering, computer vision, and frontend expertise.

capstone-project computer-vision data-science deep-learning gesture-recognition interactive interactive-learning machine-learning mediapipe portfolio-project pose-estimation react scikit-learn tensorflow typescript