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An open API service indexing awesome lists of open source software.

Tensorflow

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

https://github.com/anxingle/ctc_example

CTC tutorial of OCR recognition(tensorflow0.9)

ctc tensorflow

Last synced: 24 Apr 2026

https://github.com/birddevelper/wyna

WYNA is a tiny bot asking your name and remembers your face and your name on next encounter

bot detection face face-detection face-recognition facenet facenet-model facenet-trained-models image-processing python tensorflow voice-recognition

Last synced: 24 Apr 2026

https://github.com/yongzhuo/tft-preprocess

tensorflow-transformer(tft) of pre-processing and post-processing of text-classification

post-processing preprocess preprocessing tensorflow tensorflow-transformer tft

Last synced: 25 Apr 2026

https://github.com/bhattbhavesh91/tf-numpy-example

Faster NumPy using Tensorflow's tf.experimental.numpy module

keras numpy tensorflow

Last synced: 01 May 2026

https://github.com/jns-m/at-gan

A Tabular GAN framework for generating synthetic tabular data from arbitrary mixed-type tabular datasets.

gan generative-adversarial-network generative-adversarial-networks keras machine-learning synthetic-data synthetic-data-generation synthetic-tabular-data tabular-data tensorflow

Last synced: 07 Jun 2026

https://github.com/vartikaraj2512/animalclassification

🐾 Animal Classification: Classify 28K animal images into 10 categories using CNNs with Transfer Learning. 📥 Load & extract data, 🔄 preprocess images, 🧠 train models (VGG-16 & ResNet50), and 📈 plot performance. Libraries: OpenCV (BGR), TQDM (progress bars), Categorical (one-hot encoding). 🛠️ Install: pip install tensorflow numpy opencv-python

classification cnn kaggle machine-learning numpy opencv pandas tensorflow

Last synced: 20 Jan 2026

https://github.com/post2web/sentiment_predictor

Sentiment Prediction implementation using RNN with tensorflow

rnn sentiment tensorflow

Last synced: 09 Oct 2025

https://github.com/wangg12/group_cnn_tf

Group Convolutional Networks implementation using Tensorflow

cnn group-cnn tensorflow tensorpack

Last synced: 27 Apr 2026

https://github.com/lucko515/autoencoders-tensorflow

Different versions and their implementations of Autoencoders using Tensorflow.

artificial-intelligence autoencoder machine-learning mnist-dataset tensorflow

Last synced: 27 Apr 2026

https://github.com/kr1shnasomani/plant-disease-detection

Detection of plant diseases using CNN (ResNet50 architecture)

cnn-classification keras resnet50-model tensorflow

Last synced: 16 Aug 2025

https://github.com/sigmachirality/litcam

Litter recognition and classification software written using ImageAI and Tensorflow.

cv jupyter-notebook opencv tensorflow trash

Last synced: 13 Apr 2026

https://github.com/kabeer786786/doodlerecognizer

A Doodle Recognizer that uses machine learning to classify hand-drawn sketches into predefined categories with high accuracy.

convolutional-neural-networks deep-learning expressjs flask keras nodejs python reactjs tailwindcss tensorflow

Last synced: 10 Apr 2026

https://github.com/fernaper/tfm-artificial-vision

Artificial Vision oriented to Vehicle Detection and Classification

artificial car city classification darknet detection flow master optical resnet smart tensorflow tfm ucm vehicle vision

Last synced: 28 Apr 2026

https://github.com/torlenor/rlsnake

Reinforcement learning for the classic game Snake

game openai-gym reinforcement-learning snake tensorflow

Last synced: 17 Apr 2026

https://github.com/minsithu/podoco

Deep Learning App for Plant Disease Classification

flutter tensorflow tensorflowlite

Last synced: 28 Apr 2026

https://github.com/mvanzulli/mlspecialization_deeplearningia

This repo contains the files implemented thorough the Machine Learning Specialization offered by DeepLearning.IA

coursera deeplearning-ai machine-learning python supervised-learning tensorflow unsupervised-learning

Last synced: 28 Apr 2026

https://github.com/devanshu-17/odin

Attendance Management with Signature Recognition

cnn-for-visual-recognition machine-learning python signature-verification tensorflow

Last synced: 28 Apr 2026

https://github.com/jahanostg/cnn_hand_writing_detection

This project implements a Convolutional Neural Network (CNN) to recognize handwritten digits from the MNIST dataset. The model achieves over 99% accuracy on the test set, demonstrating its effectiveness in image classification tasks. It’s designed as a simple yet powerful example for learning deep learning and computer vision techniques.

cnn colab-notebook deep-learning keras python tensorflow

Last synced: 28 Apr 2026

https://github.com/samlam140330/digitalrecognizeai

Just an AI for simple digital recognition

machine-learning python tensorflow turicreate

Last synced: 29 Apr 2026

https://github.com/pishangujeniya/faster-r-cnn-tf

Faster R CNN Implementation from Scratch using Tensorflow

cnn faster-rcnn tensorflow

Last synced: 29 Apr 2026

https://github.com/ameyagodbole/data-utils

Data handling tools

tensorflow

Last synced: 29 Apr 2026

https://github.com/michaelcurrin/machine-learning-server

Classify images using a trained machine learning model and Python web server API. Python3.

cherrypy image-classification machine-learning python python3 tensorflow webserver

Last synced: 18 May 2026

https://github.com/praveengnair/mask-detection

Face Mask Detection system built with OpenCV, Keras/TensorFlow using Deep Learning and Computer Vision concepts in order to detect face masks in static images as well as in real-time video streams.

opencv-python python3 tensorflow

Last synced: 29 Apr 2026

https://github.com/ghost---shadow/boiling-milk-detector

A WIP Machine Learning app using Tensorflow which will be able to tell if a pot of milk is boiling

cnn convolutional-neural-networks opencv tensorflow

Last synced: 29 Apr 2026

https://github.com/adithaker/recommender-systems

📽 Accumulation of different methods to create a recommendation system.

deep-learning recommender-system tensorflow

Last synced: 29 Apr 2026

https://github.com/sszukala/trianglepixels

The results obtained from the experiments are compared and analyzed to determine the effectiveness of using triangle pixels in image classification tasks.

cnn-for-visual-recognition cnn-model deep-neural-networks deeplearning image image-classification image-processing image-recognition imageenhancement machine-learning pixels python-script rnn-model tensorflow triangles

Last synced: 18 May 2026

https://github.com/joacosnchz/mdbd2018_dl_tagging

UTN FRRo's Deep Learning Research Project for Automatic Posts Categorization

deep-learning neural-networks python research-project stackexchange tensorflow

Last synced: 30 Apr 2026

https://github.com/dhruvsrikanth/monodepth

Monocular Depth Estimation via Transfer Learning using purely Tensorflow 2.0!

autoencoder deep-learning depth-estimation machine-learning neural-networks python tensorflow tf2 transfer-learning

Last synced: 29 Apr 2026

https://github.com/lucadellalib/sac-beta

Soft actor-critic with beta policy via implicit reparameterization gradients

beta-distribution deep-reinforcement-learning gymnasium mujoco pytorch reinforcement-learning soft-actor-critic tensorflow

Last synced: 07 May 2026

https://github.com/kalovelo/pneumonia-detection-kaggle

Pneumonia detection from x-ray images using TensorFlow, Keras, and a good amount of prayers to the cooking gods.

efficientnet kaggle keras pneumonia tensorflow xception

Last synced: 29 Apr 2026

https://github.com/neelanjan00/blind-vision

Assisting blind people with the help of image-captioning via a smartphone app. The application makes use of two neural networks, a CNN-based image feature extractor, and an LSTM based sentence generator. The user is able to submit images to the app, which are fed to the CNN feature extractor. The extracted features are then fed to the LSTM network to generate the sentence that describes the image, which is then read aloud to the user.

cnn flask keras lstm ml opencv tensorflow

Last synced: 29 Apr 2026

https://github.com/scootpl/go-tensorflow-audio-example

An example of using a neural network model (LSTM) with the Tensorflow Go API.

audio audio-processing example golang guitar lstm-neural-networks machine-learning neural-network tensorflow tensorflow-go wav

Last synced: 30 Apr 2026

https://github.com/wikp/jupyterlab-google-cloud

DataScience environment on Jupyter Lab with Google Cloud SDK

data-science datascience-environment google-cloud-sdk jupyterlab pandas python tensorflow

Last synced: 13 Apr 2026

https://github.com/rakibhhridoy/imagedenoisingusing-autoencoders

Filtering out the noise presented in the image by auto-enconder algorithm in TensorFow and Keras. Rare images, unclean crime images,medical noise images can be denoised and find out the desired outcome by using auto-encoders.

autoencoder autoencoder-architecture autoencoder-neural-network deep-learning image-clean image-denoising keras python tensorflow theory

Last synced: 05 May 2026

https://github.com/govindjeevan/covid-chest-x-ray

Ensemble Model for the classification of X-Ray Images into disease classes of COVID, Pneumonia and Normal using Tensorflow 2.0

chest-xray-images computer-vision convolutional-neural-networks corona machine-learning tensorflow

Last synced: 01 May 2026

https://github.com/altanai/mlds

workspace for experimentation with DS and ML

anaconda classification datascience python tensorflow

Last synced: 18 Apr 2026

https://github.com/msikorski93/alzheimer-s-disease-classification

A multi classification using scikit-learn and TensorFlow models on MRI scans of patient's brains.

alzheimers-disease classification efficientnetb0 inceptionv3 knn-classifier mri-brain random-forest scikit-learn svc tensorflow

Last synced: 01 May 2026

https://github.com/tanishqjasoria/deeplearning

Implementation of some Neural Network architecture using Numpy, TensorFlow and Keras.

convolutional-neural-networks deep-learning deep-neural-networks residual-learning tensorflow transfer-learning

Last synced: 01 May 2026

https://github.com/amitkumarj441/chatbot

Building a Flask based ChatBot using seq2seq model

flask python3 seq2seq-model tensorflow

Last synced: 13 Apr 2026

https://github.com/kajendra10/woa7015-chestxray-cnn-resnet50

A CNN model developed to observe and predict lung related chronic diseases at an early stage. ResNet-50 architecture is used to classify x-ray images and Occlusion Sensitivity Function is used to visualise the image with its affected areas.

cnn-keras cnn-model machine-learning occlusion-sensitivity resnet-50 tensorflow xray-images

Last synced: 01 May 2026

https://github.com/mayankyadav23/machine-learning-with-python

🚀 A collection of machine learning projects using TensorFlow and Python, showcasing practical applications in prediction 🤖 and classification 📊. Dive in to explore! 🐍✨

freecodecamp machine-learning predictive-modeling python tensorflow

Last synced: 01 May 2026

https://github.com/saanidhyam/cat-dog-classifier

Image based classification model using Tensorflow

machine-learning python tensorflow

Last synced: 02 May 2026

https://github.com/ivanrj7j/ner-bilstm

This project showcases a custom Named Entity Recognition (NER) model using Bidirectional Long Short-Term Memory (BiLSTM) layers for precise entity predictions. The model is trained using a specific dataset and is integrated with a simple user interface built with HTML, CSS, and Flask.

ai lstm ner nlp tensorflow

Last synced: 02 May 2026

https://github.com/snat1505027/weightgrad

WeightGrad: Geo-Distributed Data Analysis Using Quantization for Faster Convergence and Better Accuracy

cifar10 cnn imagenet machine-learning python tensorflow

Last synced: 13 Apr 2026

https://github.com/gdapriana/clickbait-detector-backend

This repository contains the backend logic for the “Clickbait Detector” app. Built using Python, it employs an Artificial Neural Network (ANN) to predict the likelihood of a news headline being clickbait. It provides REST API endpoints to interact with the model.

flask python scikit-learn tensorflow

Last synced: 11 Apr 2026

https://github.com/salamjillani/objectdetection-tensorflowjs

Object detection site using tensorflow.js

javascript reactjs tailwindcss tensorflow

Last synced: 17 Apr 2026

https://github.com/imamaaa/signature-recognition-cnn

A deep learning-based system for signature classification using CNN, HOG, and SIFT. This project segments signature images, applies feature extraction, and trains models to recognize individual signatures. Performance is evaluated using precision, recall, F1-score, and accuracy.

classification cnn computer-vision deep-learning feature-extraction hog-features image-processing pattern-recognition pytorch sift signature-recognition tensorflow

Last synced: 09 May 2026

https://github.com/aliosm/two-layers-neural-network

2 layers neural network to make prediction on banknotes authentication dataset

machine-learning neural-network tensorflow

Last synced: 02 May 2026

https://github.com/kimrass/dl_based_image_recognition_model

This repository is based on the lecture '딥러닝 기반의 영상 인식 모델 구현'

alexnet computer-vision googlenet learning-spoons lenet resnet senet tensorflow vggnet yolov3

Last synced: 03 May 2026

https://github.com/brian-emarquez/artificial-intelligence

Learn Artificial Intelligence (AI), and apply them. Design intelligent agents to solve real-world problems including, search, games, machine learning, logic, and constraint satisfaction problems.

ai artificial-intelligence mathematics python reinforcement-learning robot tensorflow

Last synced: 03 May 2026

https://github.com/himaprasoon/conv_models

Classic Convolutional Models

alexn conv keras tensorflow tensorflow2

Last synced: 03 May 2026

https://github.com/kazuhito00/presentation-2020

opencv2webslidesやJupyter notebook(RISE)を用いたプレゼンテーション資料(2020年)

eel opencv presentation tensorflow webslides

Last synced: 03 May 2026

https://github.com/yotam180/xai

xAI - A Research Project in the Field of Machine Learning (Magshimim 3rd year project)

artificial-intelligence cpp deep-learning machine-learning neural-network python tensorflow

Last synced: 19 Apr 2026

https://github.com/aakanksha1406/image-captioning

predicts the captions for the input image

cnn-model keras lstm matplotlib nltk python tensorflow

Last synced: 19 Apr 2026

https://github.com/kdrag0n/plushed

An Android plushie recognizer using Flutter and TensorFlow, made for GCI 2019.

flutter gci gci2019 image-classification tensorflow

Last synced: 04 May 2026

https://github.com/wingkwong/candy-or-medicine-classifier

Classify an image using TensorFlow with Inception v3 model to see if it is :candy: or :pill:

candy-or-medicine image-recognition inception-v3 tensorflow

Last synced: 04 May 2026

https://github.com/vinayakarannil/image-classifer-using-tensorflow

a classifier trained for a hackathon using tensorflow slim library

image-recognition slim tensorflow

Last synced: 04 May 2026

https://github.com/hrolive/upscaling-ai-worflows

How to use Docker and Singularity containers in conjunction with TensorFlow and Horovod to do distributed training and upscale an AI app.

containers deep-learning docker high-performance-computing horovod machine-learning natural-language-processing notebook singularity tensorflow transfer-learning

Last synced: 04 May 2026

https://github.com/ondrejhruby/fashion-mnist-cnn

Deep Learning Project: Image classification with Fashion MNIST using Convolutional Neural Networks (CNN).

classification cnn computer-vision data-preprocessing deep-learning fashion-mnist image-classification keras machine-learning neural-networks python tensorflow

Last synced: 02 Jan 2026

https://github.com/urme-b/multimodal-multisensor

Longitudinal neurophysiological study of adult psychometric testing.

keras matplotlib numpy pandas python pytorch scikit-learn seaborn tensorflow

Last synced: 13 Apr 2026

https://github.com/xinyazhang/tfhair

Elastic-Rod-based Hair Simulation with TensorFlow

physics-simulation tensorflow

Last synced: 28 Apr 2026

https://github.com/puureya2/machine-learning-tensorflow

Year 2, Principles of Artificial Intelligence ISB42403, Final Project, TensorFlow-Keras CNN Model Training, Machine Learning

cnn-model keras matplotlib python tensorflow

Last synced: 05 May 2026

https://github.com/kavithma-thushal/animal-classification-ai

Welcome to the Animal AI project! This web application uses a deep learning model to predict the class of an animal based on an uploaded image.

ai model python tensorflow

Last synced: 11 Feb 2026

https://github.com/singh-dhruv/traffic-light-detection-and-recognition

Welcome to this repository! Here we explored the topic of traffic lights detection and its recognition for helping the Autonomous Vehicles in their interpretation of traffic lights and decision making while driving.

autonomous-driving computer-vision matplotlib-pyplot numpy python r-cnn tensorflow

Last synced: 05 May 2026

https://github.com/valian/neural-image-upscaling

Implementation of Image Upscaling using TensorFlow

jupyter-notebook neural-network tensorflow

Last synced: 18 May 2026

https://github.com/chibuikeeugene/computer_vision_model_apis

Deep learning solutions built on neural networks for computer vision applications - image identification

cicd circleci computer-vision docker fastapi tensorflow

Last synced: 05 May 2026

https://github.com/offchan42/detect-cylinder

Detect cylinder from images using deep learning

convolutional-neural-networks deep-learning keras opencv tensorflow

Last synced: 05 May 2026

https://github.com/vyomshm/semantic_segmentation

My implementation of Semantic Segmentation Networks on different datasets. Also my repo for the Big Data Challege

cityscapes jupyter-notebook kitti-dataset semantic-segmentation tensorflow vgg16

Last synced: 17 May 2026

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 807 awesome-robotics 72 awesome-tensorflow-lite 110 Awesome-TensorFlow-Chinese 107 CV-pretrained-model 103 awesome-ml-demos-with-ios 93 awesome-AutoML-and-Lightweight-Models 150 Awesome-GANs 94 awesome-tensorflow-2 156 Awesome-Denoise 164 ai4artists 286 graph-networks 246 awesome-tensorlayer 51 awesome-python-machine-learning-resources 1,884 awesome-tensorflow-js 56 awesome-adaptive-computation 173 bert-in-production 45 awesome-dotnet-machine-learning 134 Awesome-Tensorflow2 105 awesome-Multi-Document-Summarization 56 awesome-imgcook 37 awesome-keras 46 TensorFlow-Guide 819 fucking-awesome-tensorflow 130 free-tensorflow-resources 80
Tensorflow Categories
Blog posts <a name="blogs" />📃 361 Tutorials 339 Models with samples 275 Research 263 Research Papers 230 Uncategorized 202 1.) Neural Architecture Search 194 文本数据和NLP 190 Projects 187 Learning 172 数据可视化 133 机器学习框架 128 Papers 120 图像数据与CV 115 模型的可解释性 104 Descriptive Resources 104 超参数优化和AutoML 100 Model Deployment library 99 Posts and Articles 89 Papers & Codes 89