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: 2026-06-26 00:25:15 UTC
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https://github.com/EmreTaha/Unsupervised-Domain-Adaptation-with-BERT

Unsupervised domain adaptation with BERT for Amazon food product reviews sentiment analysis.

adversarial-learning amazon-food-reviews bert bert-model colab domain-adaptation nlp sentiment-analysis tensorflow unsupervised-learning

Last synced: 09 May 2025

https://github.com/soumik12345/adventures-with-gans

Showcasing various fun adventures with GANs

deep-learning gan generative-adversarial-network keras neural-network pytorch tensorflow

Last synced: 09 Oct 2025

https://github.com/nvidia/go-tfdata

Go library that provides easy-to-use interfaces and tools for TensorFlow users, in particular allowing to train existing TF models on .tar and .tgz datasets

datapipeline golang tar tensorflow tfexample tfrecord

Last synced: 25 Mar 2025

https://github.com/toelt-llc/notes-tensorflow20-notes

TensorFlow 2.0 Various notes and tutorials

deeplearning google-colab tensorflow tensorflow-examples tensorflow-tutorials tutorials

Last synced: 13 Apr 2025

https://github.com/en10/tensorflowforpoets

TensorFlow For Poets

image-classification image-recognition retrain tensorflow

Last synced: 01 Aug 2025

https://github.com/bm777/object_detection

Implementatoin of object detection using Tensorflow 2.1.0 | this can be use in a car for object detection

absl darknet detection graph-mode object-detection opencv python tensorflow transfer-learning yolov3

Last synced: 23 Mar 2025

https://github.com/larswaechter/quickdraw-cnn

A convolutional neural network using Tensorflow and Google's Quick, Draw! dataset to recognize hand drawn images.

artificial-intelligence machine-learning quickdraw-dataset tensorflow

Last synced: 08 May 2025

https://github.com/zeta36/mushroom-detector-kerasjs

I explain how to export weights from a Keras model and import those weights in Keras.js, a JavaScript framework for running pre-trained neural networks in the browser. I show you later how to include the final result into a Phonegap Cordova mobile application.

image-classification inception-v3 keras keras-js machine-learning mushroom-classification phonegap tensorflow

Last synced: 27 Feb 2026

https://github.com/jjangsangy/MacOS-TensorflowBuilds

Optimized tensorflow wheels binaries build for macos

mkl python tensorflow wheels

Last synced: 15 Jul 2025

https://github.com/zpettry/ai-autoencoder-for-http-log-anomaly-detection

AI: Autoencoder for HTTP Log Anomaly Detection

ai autoencoder deep-learning ipynb keras neuralnetwork tensorflow

Last synced: 03 Mar 2026

https://github.com/jonbruner/tensorflow-basics

A few TensorFlow techniques I'm saving for future reference.

tensorflow tensorflow-models tensorflow-tutorials

Last synced: 28 Apr 2025

https://github.com/ma7555/kerasgen

A Keras/Tensorflow compatible image data generator for TripletLoss

data-generation data-generator data-generators data-science keras keras-tensorflow tensorflow triplet triplet-loss triplet-neural-network

Last synced: 11 Mar 2025

https://github.com/awsaf49/detect-fake-text

LLM - Detect AI Generated Text || Identify which essay was written by a large language model

deep-learning deepfake-detection fake-text jax keras llm nlp pytorch tensorflow

Last synced: 17 Jan 2026

https://github.com/quanhua92/tf-dev-summit-2020

My Notes on Tensorflow Dev Summit 2020

deep-learning notes tensorflow tensorflow2

Last synced: 14 Apr 2025

https://github.com/vojtamolda/tensor-thumbnail

Library for displaying small previews of Tensors. Useful for working with TensorFlow in Swift.

swift tensorflow thumbnail

Last synced: 05 Aug 2025

https://github.com/culeshovi/self-driving-rc-car

a self driving rc car using neural network and computer vision.

arduino arduino-boards arduino-uno artificial-intelligence convolutional-neural-networks deep-learning machine-learning neural-network neural-networks opencv opencv-python opencv2 opencv3 opencv3-python python python-3-5 python3 raspberry-pi-3 rccar tensorflow

Last synced: 09 Apr 2025

https://github.com/nikimanoledaki/finbot-api

🤖 API for Ubb, a chatbot that trains a Natural Language Processing model using NLTK & TensorFlow to answer questions about personal finance, built with Django

api chatbot django nlp nltk python tensorflow tensorflow-models

Last synced: 24 Oct 2025

https://github.com/goruck/edge-tpu-train

Use the TensorFlow Object Detection API to train models for the Google Coral Edge TPU.

coral-tpu object-detection tensorflow

Last synced: 26 Apr 2025

https://github.com/aurelio-amerio/ConcreteDropout

Concrete Dropout implementation for Tensorflow 2.0 and PyTorch

concrete-dropout deep-learning dropout machine-learning neural-network pytorch pytorchlightning tensorflow

Last synced: 04 May 2025

https://github.com/velimir/image_classifier

Image classifier in Elixir

elixir image-classification tensorflow

Last synced: 14 May 2025

https://github.com/xuyanwen2012/interactive_generative_3d_shapes

🚗 Exploring Generative 3D shapes using Autoencoder Networks

3d-models autoencoder keras procedural-generation shrinkwrap subdivision tensorflow three-js

Last synced: 15 Apr 2025

https://github.com/bobingstern/microflow

Export and run tensorflow models on arduino microcontrollers!

ai arduino microcontrollers neural-network tensorflow tinyml

Last synced: 29 Jan 2026

https://github.com/hans-ob1/deep_eye

DeepEye is a surveillance application leveraging the current sate of art deep learning and computer vision techniques. Current back-end framework uses Google Object Detection Api for object detection and tracking. It is open-source and feel free to modify for your own usage.

deep-learning detection-api object-detection opencv3 python3 scene-recognition tensorflow

Last synced: 07 Apr 2025

https://github.com/saman-nia/deep-neural-networks-for-clustering

Deep Learning Clustering with Tensor-Flow in Python

autoencoder autoencoder-clustering deep-learning deep-neural-networks k-means-clustering machine-learning spectral-clustering tensorboard tensorflow tensorflow-examples tensorflow-experiments tensorflow-models tensorflow-tutorials

Last synced: 24 Oct 2025

https://github.com/ksdkamesh99/reanet

Implementation of [IEEE] Low Light Image Enhancement Network With Attention Mechanism and Retinex Model (ReANet)

attention-mechanism cnn image-enhancement low-light-image-enhancement retinex tensorflow

Last synced: 15 Mar 2026

https://github.com/goldsborough/cytogan

Repository for my research on generative modelling of cell images

computational-biology deep-learning infogan keras lsgan tensorflow

Last synced: 12 Oct 2025

https://github.com/aurelio-amerio/concretedropout

Concrete Dropout implementation for Tensorflow 2.0 and PyTorch

concrete-dropout deep-learning dropout machine-learning neural-network pytorch pytorchlightning tensorflow

Last synced: 17 Mar 2026

https://github.com/gaurav0502/malware-classification

Malware Byteplot Image Classification using Machine Learning and Deep Learning

byteplot-image-classification computer-vision convolutional-neural-networks deep-learning image-classification malimg-dataset malware-analysis malware-classification python tensorflow

Last synced: 27 Oct 2025

https://github.com/18520339/ml-distributed-training

Reduce the training time of CNNs by leveraging the power of multiple GPUs in 2 approaches, Multi-workers & Parameter Sever Training using TensorFlow 2

distributed distributed-tensorflow distributed-training multi-gpu multi-workers parameter-server tensorflow

Last synced: 27 Feb 2026

https://github.com/veb-101/attention-and-transformers

Transformers goes brrr... Attention and Transformers from scratch in TensorFlow. Currently contains Vision transformers, MobileViT-v1, MobileViT-v2, MobileViT-v3

attention-mechanism mobile mobilevit mobilevitv1 mobilevitv2 mobilevitv3 tensorflow tensorflow2 transformer vision-transformer

Last synced: 01 Mar 2026

https://github.com/uranusx86/random-erasing-tensorflow

A complete Tensorflow implementation of cutout random erasing (without numpy)

argumentation deep-learning image-processing neural-network paper-implementations preprocessing python tensorflow tensorflow-experiments

Last synced: 24 Oct 2025

https://github.com/xmartlabs/benderthon

Set of utilities to work easier with Bender.

bender caffe machine-learning neural-networks tensorflow

Last synced: 26 Oct 2025

https://github.com/rstudio/sparktf

R interface to Spark TensorFlow Connector

apache-spark keras r rstats sparklyr sparklyr-extension tensorflow

Last synced: 15 Oct 2025

https://github.com/aashishrai3799/remote-sensing-image-classification

classification of remote sensing images using Convolutional Neural Networks (CNN)

classify-images cnn convolutional-neural-networks image-classification remote-sensing rsi-cb tensorflow

Last synced: 12 Jul 2025

https://github.com/wx-chevalier/tensorflow-notes

人工智能与深度学习实战 - TensorFlow 篇（MD & Notebooks）

ai ngte-books tensorflow tensorflow2

Last synced: 17 Jun 2025

https://github.com/wazeerzulfikar/rtensorflow

GSoC '17 - R language bindings for TensorFlow

deep-learning machine-learning r tensorflow

Last synced: 07 May 2025

https://github.com/tensorland/modelbox

An extensible machine learning model store and model transformation and distribution service

ai-metadata deep-learning machine-learning model-store pytorch tensorflow

Last synced: 10 Sep 2025

https://github.com/neuralegion/tensorflow.cr

TensorFlow bindings in Crystal

crystal tensorflow tensorflow-bindings

Last synced: 07 May 2025

https://github.com/afritzler/docker-tensorflow-keras-gpu

Run Tensorflow and Keras with GPU support on Kubernetes

deep-learning docker gpu kubernetes machine-learning tensorflow

Last synced: 24 Jun 2025

https://github.com/sibyjackgrove/earthquake_predict

Predict Earthquake magnitude from Latitude, Longitude and Depth

tensorflow tensorflow-models

Last synced: 06 May 2025

https://github.com/j-w-yun/genetic-algorithm-visualization

Hill climbing to the highest performance using an evolutionary algorithm.

evolutionary-algorithms genetic-algorithm optimization-algorithms tensorflow

Last synced: 23 Jun 2025

https://github.com/barqawiz/snnapy2-filters

Snappy2 detects faces in images and applies custom image filters as overlays. With Snappy2, developers can easily add fun and engaging image filters to their applications.

draw-ears draw-glasses face-detection filters image keras mustache neural-networks python tensorflow

Last synced: 13 Apr 2025

https://github.com/pinto0309/jetson-tensorflow-pytorch-build

Provides an environment for compiling TensorFlow or PyTorch with CUDA for aarch64 on an x86 machine. This is for Jetson. If you build using an EC2 m6g.16xlarge (aarch64) instance, TensorFlow can be fully built in about 30 minutes. It can be used as a cross-compilation environment not only for TensorFlow and PyTorch, but also for various other packages and libraries.

cross-compile cuda docker jetson jetson-nano l4t pytorch tensorflow

Last synced: 07 May 2025

https://github.com/yashk2810/neural-style-transfer

Using CNN to achieve style transfer

deep-learning keras style-transfer tensorflow

Last synced: 23 Jul 2025

https://github.com/florianwoelki/pneumonia-detection

This is a simplified version of pneumonia detection using a chest x-ray dataset with the inceptionv3 image classifier.

inceptionv3 keras pneumonia-detection tensorflow

Last synced: 12 Apr 2025

https://github.com/patrickfrank1/chesspos

Embedding based chess position search and embedding learning for chess positions

chess-database embeddings faiss metric-learning similarity-search tensorflow triplet-loss

Last synced: 13 Apr 2025

https://github.com/lc0/tf2up

👨‍🎨A tiny web service to help you upgrade your TensorFlow code

gde poweredbytf tensorflow tensorflow-tool tensorflow2

Last synced: 18 Mar 2025

https://github.com/sabadijou/lstm-chatbot

Smart Chatbot using Generative Models for Persian Language

chatbot tensorflow

Last synced: 06 Mar 2026

https://github.com/stwind/sketchrnn_tf2

SketchRNN Implementation in Tensorflow 2.0

jupyter-notebook quickdraw-dataset sketchrnn tensorflow visualization

Last synced: 11 Apr 2025

https://github.com/iwatake2222/bittle_controlled_by_pose

A project to control Petoi Bittle using human pose

cpp opencv raspberry-pi tensorflow tensorflowlite

Last synced: 17 Jun 2025

https://github.com/alugowski/matrepr

Format matrices and tensors to HTML, string, and LaTeX, with Jupyter integration.

data-science data-visualization data-viz graphblas jupyter numpy numpy-matrix pytorch scipy sparse sparse-data sparse-matrices sparse-matrix sparse-representations tensor tensorflow torch

Last synced: 12 Apr 2025

https://github.com/wangg12/irls_using_dl_frameworks

IRLS(Iterative re-weighted least square) for Logistic Regression, implemented using tensorflow2.0/pytorch

irls logistic-regression python3 pytorch tensorflow tensorflow-2

Last synced: 12 Apr 2025

https://github.com/muhammedbuyukkinaci/flowergan

FlowerGAN : A DCGAN implementation in TensorFlow

dcgan dcgan-tensorflow flower flowergan gan generative-adversarial-network gpu tensorflow

Last synced: 07 May 2025

https://github.com/tribeofai/toai

jupyter-notebook numpy pandas python scikit-learn tensorflow

Last synced: 19 Jul 2025

https://github.com/mujadded/knn-with-tensorflow

This is a implementation of k nearest neighbors with tensorflow

nearest-neighbors tensorflow

Last synced: 28 Oct 2025

https://github.com/enijkamp/metrics_generative

metrics for generative models (fid, inception)

generative-model inception-v3 pytorch tensorflow

Last synced: 30 Apr 2025

https://github.com/instrumentbible/solfege.ai

Detect solfege hand signs using machine learning ✋ 🎹

choir hands instrument machine-learning midi music solfege solfege-hand-signs tensorflow

Last synced: 17 Mar 2025

https://github.com/kyegomez/hsss

Implementation of a Hierarchical Mamba as described in the paper: "Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling"

ai artificial-intelligence jesus machine-learning ml multi-modal multi-modality open-source pytorch rnn rnns ssms tensorflow zeta

Last synced: 07 May 2025

https://github.com/sayakpaul/generating-categories-from-arxiv-paper-titles

This project takes the arXiv dataset and builds an automatic tag classifier from the arXiv article/paper titles

arxiv deep-learning gcp natural-language-processing scikit-learn tensorflow wandb

Last synced: 07 May 2025

https://github.com/eigenfoo/batch-renorm

A Tensorflow re-implementation of batch renormalization, first introduced by Sergey Ioffe.

batch-norm batch-normalization batch-renorm batch-renormalization deep-learning sergey-ioffe tensorflow

Last synced: 12 Apr 2025

https://github.com/faisalthaheem/machine-learnt-air-conditioning

System that learns how often a room is occupied based on time, movement, air conditioning preferences and learns on historic data. This can have a significant impact on the energy use around a house/building.

air-conditioning artificial-intelligence deep-learning deep-neural-networks energy-efficiency hvac hvac-control neural-network nodered powerwall tensorflow

Last synced: 24 May 2026

https://github.com/thisisiron/transformer-tf2

🤖 Transformer implemented as Tensorflow 2.0

attention attention-is-all-you-need natural-language-processing nlp self-attention tensorflow tensorflow2 tf2 transformer translation

Last synced: 24 Jul 2025

https://github.com/amirzenoozi/argan

[Open Source]. ARGAN - The improved version of AnimeGAN. Landscape photos/videos to anime

animation anime argan gan generative-adversarial-network resnet-101 resnet-18 resnet-34 resnet-50 style-transfer tensorflow tensorflow2 vgg19 vide-generation video

Last synced: 04 Oct 2025

https://github.com/airaria/adversarialattackinceptionv3

Attack InceptionV3 net using FGM( fast gradient method) and show saliency maps.

attack deep-learning inceptionv3 tensorflow

Last synced: 16 Oct 2025

https://github.com/nanamare/android_pose_estimation_mace

pose estimation for android using mace engine

ai android deep-learning mace machine-learning mobile ncnn pose pose-estimation pose-estimator tensorflow tensorflowlite vision xiaomi

Last synced: 22 Apr 2025

https://github.com/ypwhs/nnplayground_ipad

神经网络 iPad 版

ios neural-network tensorflow

Last synced: 25 Jul 2025

https://github.com/pa1nd/course-deep-learning

Course Material for HSG 10,860,1.00 - Introduction to Applied Deep Learning with TensorFlow

colab-notebook course deep-learning python tensorflow

Last synced: 07 Jul 2025

https://github.com/adhadse/deepdubpy

A complete end-to-end Deep Learning system to generate high quality human like speech in English for Korean Drama (WIP)

cross-language deep-learning korean-drama machine-learning speech-sythesis tensorflow text-to-speech voice-cloning

Last synced: 17 Aug 2025

https://github.com/floattech/ai-bot

一个基于watermelon改造的OpenAI-GPT-2的智能机器人

ai bot gpt-2 ml python tensorflow voidbot

Last synced: 29 Jun 2025

https://github.com/neptune-ai/neptune-tensorboard

Neptune - TensorBoard integration 🧩 Experiment tracking with advanced UI, collaborative features, and user access management.

collaboration comparison dashboard monitor python sharing team tensorflow tensorflow2 training versioning visualization

Last synced: 28 Jun 2025

https://github.com/ichtrojan/object-detection

Real-time Object Detection using Tensorflow and Javascript

javascript machine-learning object-detection reactjs tensorflow web

Last synced: 18 Aug 2025

https://github.com/dunky11/exponential-weighting-watermarking

Implemention of "Robust Watermarking of Neural Network with Exponential Weighting" in TensorFlow.

exponential-weighting keras neural-network tensorflow tensorflow2 watermark watermarking

Last synced: 10 Jun 2025

https://github.com/mccorby/ml-letterpredictor-android

Simple ML project that links TensorFlow and Android

machine-learning predictive tensorflow

Last synced: 23 Apr 2025

https://github.com/devinterview-io/tensorflow-interview-questions

🟣 Tensorflow interview questions and answers to help you prepare for your next machine learning and data science interview in 2025.

ai-interview-questions coding-interview-questions coding-interviews data-science data-science-interview data-science-interview-questions data-scientist-interview interview-practice interview-preparation machine-learning machine-learning-and-data-science machine-learning-interview machine-learning-interview-questions software-engineer-interview technical-interview-questions tensorflow tensorflow-interview-questions tensorflow-questions tensorflow-tech-interview

Last synced: 04 Jul 2025

https://github.com/zhanlaoban/text_classification

Summary of Text Classification in deep learning techniques implemented by PyTorch and TensorFlow. 深度学习文本分类技术总结，以PyTorch实现。

pytorch tensorflow text-classification

Last synced: 12 Apr 2025

https://github.com/engageintellect/stonk-ai

An AI-powered Stock sentiment and technical analysis engine. Powered by Sveltekit, Python, OpenAI, and TensorFlow.

ai chatgpt fastapi finance nginx numpy openai python stocks svelte sveltekit systemd tensorflow typescript ubuntu uvicorn

Last synced: 21 Apr 2025

https://github.com/sayannath/identical-image-retrieval

Identical-Image-Retrieval using Deep Learning

deep-learning image-retrieval keras tensorflow

Last synced: 12 May 2025

https://github.com/candlewill/tensorflow_examples

This project use TensorFlow framework to do many interesting applications. Many popular deep leaning architecture will be implemented is this project, including Neural Networks, RNN, LSTM, Auto-encoder, CNN, etc.

rnn tensorflow tensorflow-framework

Last synced: 24 Apr 2025

https://github.com/dongjunlee/deeplearning-notebooks

Deep Learning Notebooks Implements by TensorFlow, Python + numpy

deep-learning deeplearning-notebooks notebook python tensorflow tutorial

Last synced: 15 Apr 2025

https://github.com/nyandwi/deep_learning_with_tensorflow

Deep Learning with TensorFlow for basic neural networks tasks, computer vision and natural language processing.

computer-vision deep-learning machine-learning nlp tensorflow

Last synced: 12 Jun 2025

https://github.com/chandraprakash-bathula/apparel-recommendations

This project implements a personalized apparel recommendation engine using content-based search with the Amazon API, NLTK, and Keras libraries.

boxplot cnn-keras data-analysis data-science deep-learning linear-regression machine-learning numpy pandas scatter-plot scikit-learn svm tensorflow xgboost

Last synced: 23 Mar 2025

https://github.com/tiagoprata/fastapi-tensorflow-docker

Enables the use of TensorFlow for object identification via UI interface or via POST requests. Using Python FastAPI, TensorFlow, IntelIA TensorFlow-Serving, R-FCN and Docker

docker fastapi flask intelai pipenv python r-fcn rfcn tensorflow tensorflow-serving

Last synced: 12 Apr 2025

https://github.com/yas-sim/openvino-model-division-and-simple-custom-layer

Demonstrates how to divide a DL model into multiple IR model files (division) and introduce a simplest way to implement a custom layer works with OpenVINO IR models.

cnn convolution cpp custom-kernel custom-layer example how-to intel mnist model-conversion model-generation model-optimizer numpy numpy-capi openvino python python-extension savedmodel tensorflow

Last synced: 22 Apr 2025

https://github.com/tzolov/spring-boot-tensorflow-demo

Spring Boot and Tensorflow demos for Image-Recognition, Pose-Estimation, Object-Detection, Instance-Segmentation

computer-vision image-recognition instance-segmentation object-detection pose-estimation spring-boot spring-cloud-dataflow tensorflow

Last synced: 21 Apr 2025

https://github.com/matlab-deep-learning/image-classification-in-matlab-using-converted-tensorflow-model

This repository shows how to import a pretrained TensorFlow model in the SavedModel format, and use the imported network to classify an image.

deep-learning example image-classification matlab model-converter pretrained-models tensorflow

Last synced: 07 May 2025

https://github.com/franneck94/hand-digits-recognition

Recognize your own handwritten digits with Tensorflow, embedded in a PyQT5 GUI. The Neural Network was trained on MNIST.

ai classification deep-learning detection keras machine-learning mnist mnist-dataset mnist-handwriting-recognition pyqt5 python recognition tensorflow

Last synced: 18 Mar 2025

https://github.com/vivek3141/forest-fire-predictor

Predict the damage done by forest fires using Deep Learning.

flask heroku html js keras machine-learning python tensorflow webapp

Last synced: 14 Mar 2025

https://github.com/Bakuutin/lstm_text_generator

Neural network powered telegram bot

lstm machine-learning rnn telegram tensorflow

Last synced: 27 Mar 2025

https://github.com/jef1056/jadeai

JadeAI and AgateAI

ai chatbot discord-bot jade object-detection python3 tensorflow

Last synced: 25 Oct 2025

https://github.com/jasmcaus/canaro

A Python library including support for Deep Learning models built using the Keras framework

computer-vision convolutional-neural-networks deep-learning keras keras-tensorflow matplotlib opencv tensorflow

Last synced: 13 Apr 2025

https://github.com/sayakpaul/cait-tf

Implementation of CaiT models in TensorFlow and ImageNet-1k checkpoints. Includes code for inference and fine-tuning.

class-attention deeper-vits image-recognition imagenet-1k self-attention tensorflow vision-transformers

Last synced: 03 Mar 2026

https://github.com/bbva/openshift-utils

Openshift resources

aws-ecr cuda-toolkit kafka nvidia-gpu openshift tensorflow zookeeper

Last synced: 21 Jun 2025

https://github.com/eth-cscs/tensorflow-training

Multi-GPU training with TensorFlow on Piz Daint

horovod tensorflow

Last synced: 04 Apr 2025

https://github.com/prodeveloper0/uniqueprintv1

Synthesizing Fingerprint from Pattern Type Analysis Features using cGAN - WITC 2019

biometric cgan fingernet fingerprint gan tensorflow

Last synced: 07 May 2025

https://github.com/dwhitena/ai-classroom

Code examples for the live, online AI Classroom training:

ai artificial-intelligence data-science machine-learning python pytorch tensorflow

Last synced: 07 Mar 2026

https://github.com/prithivsakthiur/magic-eraser-tool

You don't have to worry about mastering photo editing techniques to remove an object from your photo. ** Simply mark over the areas you want to erase, and our AI will take care of the rest.

app docker eraser magic ml numpy python streamlit streamlit-webapp tensorflow