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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/20040120lxs/dacin

Code for "DACIN: Deep Adversarial Clustering-driven Imputation Networks"

deep-subspace-clustering generative-adversarial-network tensorflow

Last synced: 02 Feb 2026

https://github.com/qtle3/gpu-checker

This script checks the availability of CUDA-enabled GPUs and prints detailed GPU information for both PyTorch and TensorFlow frameworks. It's a handy utility for ensuring that your deep learning environment is correctly configured to utilize GPU acceleration.

cross-framework cuda-toolkit gpu-acceleration gpu-computing gpu-information gpu-monitoring pytorch tensorflow

Last synced: 25 Jan 2026

https://github.com/18520339/nn-auto-differentiation-engine

C++ version of Andrej Karpathy's micrograd with Keras-like Sequential API and auto differentiation engine, facilitating Tensor arithmetic using chain-rule & topological sort, mini-batch Gradient Descent, and learning rate scheduling

autograd backpropagation chain-rule cplusplus-17 gradient-descent neural-network tensorflow

Last synced: 13 May 2026

https://github.com/zhangchunsheng/ai-learn

learn tensorflow, pytorch, etc.

pytorch tensorflow

Last synced: 20 Jan 2026

https://github.com/paulj1989/bulgarian-constitutional-court-decisions

Developing NLP models for text and sentence classification using legal texts from the Bulgarian constitutional court.

keras neural-network nlp scikit-learn tensorflow tesseract

Last synced: 04 May 2026

https://github.com/zeidanbm/object-detection-of-self-driving-vehicles

Autonomous vehicles offer a promising solution to safer driving through monitoring and utilizing real-time sensing data. Information collected from different sensors, including LiDAR's, ultrasonic sensors, cameras, radars, and GPS, can be processed, and analyzed to operate the vehicle. Computer vision played an essential role in advancing this technology, especially object detection, which aims to locate and classify objects in a scene. This paper will discuss autonomous vehicle technology and investigate the different object detection, neural network models, architecture, and performance.

autonomous-vehicles nerual-network object-detection tensorflow

Last synced: 21 May 2026

https://github.com/somjit101/mnist-classification-tensorflow

A simple study on how to use Tensorflow platform (without Keras) for a simple number classification task using a Neural Network.

batch-normalization deep-learning dropout-layers mnist-classification mnist-dataset neural-network tensorflow

Last synced: 20 Apr 2026

https://github.com/anjasfedo/learning-tensorflow

Learning TensorFLow the Machine Learning Library with focus on Neural Network.

learning-resources machine-learning neural-network tensorflow

Last synced: 21 May 2026

https://github.com/abhaskumarsinha/Corpus2GPT

Corpus2GPT: A project enabling users to train their own GPT models on diverse datasets, including local languages and various corpus types, using Keras and compatible with TensorFlow, PyTorch, or JAX backends for subsequent storage or sharing.

attention-mechanism jax keras large-language-models llm llm-inference llm-training python3 pytorch tensorflow

Last synced: 06 Mar 2025

https://github.com/nafisalawalidris/building-a-cnn-to-classify-handwritten-characters

Building a CNN to Classify Handwritten Characters" is a proof-of-concept project using Python, TensorFlow, and Keras. It demonstrates how a Convolutional Neural Network (CNN) can identify scanned characters in the MNIST database. The goal is to convert historical documents into searchable databases, improving ancestry search services.

data-science database handwritten-characters image-recognition jupyter-notebook keras machine-learning proof-of-concept python tensorflow

Last synced: 08 Apr 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/sepmein/oyou

Build and make use of tensorflow model with pleasure and flexibility

machine-learning tensorflow

Last synced: 21 May 2026

https://github.com/0xnaman1/mnist-and-cifar-dataset-digit-and-image-recognizer

The repository contains the Convolution Neural Network model that can be used to predict a grayscale digit trained on MNIST dataset from Keras.

keras-neural-networks python tensorflow

Last synced: 27 Jun 2025

https://github.com/0xnaman1/malaria-infected-cell-detection-using-cnns

The repository contains a Convolution Neural Network based prediction model to predict whether the cell is uninfected or parasitized by malaria.

convolutional-neural-networks keras tensorflow

Last synced: 10 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/umbaji/yodi

This is the official repository for Yodi, the speech recognition model for 8 words, in Ewè. The yodi package is also useful for rapid inference inference on speech data, especially on the mini_speech datasets.

data data-visualization keras python3 speech-recognition tensorflow

Last synced: 12 Jan 2026

https://github.com/kinginthenorth001/rice_leaf_disase_detection

A CNN Model that can predict these 4 (['Bacterialblight', 'Blast', 'Brownspot', 'Tungro']) Rice leaf diseases.

cnn-classification deep-learning deep-neural-networks image-processing keras-neural-networks tensorflow

Last synced: 02 Jan 2026

https://github.com/kostasereksonas/ids_test

Code for intrusion detection system based on "Intrusion Detection System Using Machine Learning Algorithms" tutorial on Geeksforgeeks and Intrusion Detection on NSL KDD Github repository.

ids intrusion-detection intrusion-detection-system nsl-kdd-dataset numpy pandas python scikit-learn tensorflow

Last synced: 08 Apr 2026

https://github.com/iterative/blog-tpi-bees

Terraform Provider Iterative + ML data & code -> AWS/Azure/GCP/K8s

aws azure blog cloud demo example gcp gpu k8s keras tensorflow terraform terraform-provider

Last synced: 08 Apr 2026

https://github.com/davityak03/animal-image-classification-using-cnn

Animal image classification using Convolutional Neural Networks (CNNs) involves training a model to recognize and categorize different animal species based on their images. The CNN architecture excels at automatically extracting features from images, such as shapes and textures, which are crucial for accurate classification.

cnn-classification keras numpy pandas pretrained-models python tensorflow

Last synced: 08 Apr 2026

https://github.com/anish202020/data-analysis-and-machine-learning-basic-programs

Basic programs on data analysis and machine learning for students. It includes a variety of tutorials, examples, and models to help students understand and apply these concepts.

keras matplotlib numpy pandas python sklearn tensorflow

Last synced: 08 Apr 2026

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

Practicing and learning TensorFlow

machine-learning python tensorflow tutorial

Last synced: 13 Apr 2026

https://github.com/pravincoder/fundamentals_tensorflow

This repository provide the fundamental of Tensorflow starting from creating tensor's to creating your own tensorflow models.😍

deep-learning machine-learning tensorflow

Last synced: 19 May 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/gperdrizet/deeplearning-devcontainer

Containerized development environment for deeplearning projects

deep-learning devops mlops neural-networks python pytorch tensorflow

Last synced: 06 Jul 2026

https://github.com/szymciem8/poem-generator-nlp

Machine learning model that generates short poems and feuilletons in silesian language.

deep-learning machine-learning natural-language-processing nlp poem-generator python tensorflow

Last synced: 06 May 2026

https://github.com/adi-code22/sitharabot

In this project, I've built a flask web application that uses the lyrics of songs by sithara and then predict the lyrics based on user input

flask nlp-machine-learning python tensorflow

Last synced: 06 May 2026

https://github.com/mohamedaminebessrour/emotion-detection-resnet50

TensorFlow-based deep learning model to classify human emotions from facial expressions using the AffectNet dataset. Includes preprocessing, training, evaluation, and prediction tools. Perfect for exploring emotion recognition and transfer learning.

affectnet artificial-intelligence computer-vision data-augmentation deep-learning emotion-recognition facial-expression-recognition human-computer-interaction image-classification image-processing neural-networks python resnet-50 tensorflow

Last synced: 30 Apr 2026

https://github.com/rajsoni03/coro_net_implementation

Coro-net is a deep learning architecture to diagnose Covid disease through chest x-ray images.

cnn-architecture coro-net covid-19 deep-learning tensorflow x-ray

Last synced: 19 May 2026

https://github.com/offchan42/tensorflowexperiments

:boom: Critical experiments for understanding how TensorFlow behaves at the lowest level

tensorflow tensorflow-experiments

Last synced: 19 May 2026

https://github.com/rosacarla/treinamento-rede-neural-mlp

Projeto com bliblioteca Keras para treinamento de rede neural MLP que reconhece escrita manual

keras tensorflow visao-computacional

Last synced: 08 May 2026

https://github.com/uhstray-io/pyrizon

Data Collection, Analysis, Mapping, Pipelining & Transformation, & API using Python

api data-engineering etl numpy pandas plotly python pytorch raw-data scikit-learn seaborne sql sqlite tensorflow

Last synced: 09 Apr 2026

https://github.com/arpandatta011/facial_image_recognition

This project includes the introduction of the facial expression recognition and an investigation on the recent previous researches for extracting the effective and efficient method for facial expression recognition.

cv2 keras matplotlib numpy pandas tensorflow

Last synced: 09 Apr 2026

https://github.com/shettysach/handwriting-calculator

A calculator that uses handwritten digits and operators to calculate the result, using contour detection and CNN model prediction. Tensorflow (Keras) is used to create, train and load the neural network model used for predictions. CustomTKinter is used to provide the GUI. OpenCV and Pillow (PIL) are used for contour detection.

basic-arithmetic-operations calculator cnn cnn-keras convolutional-neural-networks digit-recognition handwriting-calculator handwritten-digit-recognition jupyter-notebook keras keras-models keras-neural-networks mnist mnist-classification mnist-handwriting-recognition opencv opencv2 pillow tensorflow tensorflow-models

Last synced: 09 Feb 2026

https://github.com/faustinopsy/ml-mascaras

Projeto tensorflow e machine learning uso de mascaras

machine-learning tensorflow

Last synced: 27 Jul 2025

https://github.com/slxiao/prober

:mag_right: Software bug predictor based on machine learning algorithm

ai bug-prediction machine-learning software-testing tensorflow

Last synced: 16 May 2026

https://github.com/ajaykumar095/natural_language_processing

Explore cutting-edge Natural Language Processing (NLP) techniques in this GitHub repository. Includes pre-trained models, custom NLP pipelines, text preprocessing tools, sentiment analysis, text classification, and more. Ideal for research, learning, and deploying NLP solutions in Python.

ann nltk-python python rnn spacy tensorflow text-preprocessing textblob

Last synced: 07 May 2026

https://github.com/tegaraditya/iotanic-classification-api

IoTanic's CNN model implementation using FastAPI

cnn-keras fastapi machine-learning python tensorflow

Last synced: 03 May 2026

https://github.com/akshay-kamath/datacamp_course_material

This repository contains list of course material for python ,R, data science related topics

analytics datacamp datacamp-python datascience deep-learning machine-learning nlp pandas power-bi r tensorflow

Last synced: 16 Apr 2026

https://github.com/1chooo/cnn-handwriting-detection

A CNN-driven method for detecting and classifying handwriting.

cnn deep-learning keras python3 tensorflow

Last synced: 30 Jul 2025

https://github.com/g21589/imgprocflow

Image Process Flow

image-processing python tensorflow

Last synced: 19 May 2026

https://github.com/argemenon/ml-codes-vs

My repo for learning Image Processing and Machine Learning

image-processing machine-learning neural-network opencv pytohn3 tensorflow

Last synced: 13 Apr 2025

https://github.com/frederickroman/divorce-predictor

This is a divorce predictor using a neural network. The moded is trained on the UCI dataset using tensorflow, then converted to tfjs. (This is the model used in the Divorsee app.)

classification divorce-prediction neural-network tensorflow tensorflow-tutorials tensorflow2 tensorflowjs

Last synced: 01 Aug 2025

https://github.com/hackintoshrao/cifar-10-image-classification

Classifying objects from CIFAR 10 image dataset using Convolutional neural networks

convolutional-neural-networks deep-learning image-processing tensorflow

Last synced: 02 Aug 2025

https://github.com/muthu-kumar-u/digittextrecognition-cnn

This repo contain training deep learning model for handwritten text recognition using CNNs with CTC loss, designed for image-to-sequence tasks

cnn computer-vision deep-learning handwrite-recognnize handwriting-recognition handwritten-text-recognition machine-learning ocr-recognition tensorflow

Last synced: 09 Apr 2026

https://github.com/subhayudutta/sentiment-analysis-of-flipkart-reviews

This project focuses on sentiment analysis of Flipkart reviews using machine learning operations (MLOps) techniques.

aws-ec2 dagshub dvc dvc-pipeline flask github-actions mlflow mlops python tensorflow

Last synced: 09 Apr 2026

https://github.com/thenoobinventor/sudoku-ai-solver

OpenCV and Deep Learning are employed in extracting a sudoku puzzle from images and solving it. The project runs in a Jupyter Notebook Docker container, the Deep Learning model is built, trained and deployed with TensorFlow and the main solver programmed in Python.

ai deep-learning docker jupyter-notebook opencv python sudoku-solver tensorflow

Last synced: 09 Apr 2026

https://github.com/denvercoder1/chess-piece-classifier

Demonstration of Tensorflow Lite for classifying images of chess pieces

chess tensorflow tflite

Last synced: 16 Apr 2026

https://github.com/olk/ki-ocr-spreadsheet

convert a spreadsheet exported as JPEG into a CSV file containing spreadsheet's data by using a DNN (Tensorflow)

artificial-intelligence cpp csv ctc-loss deep-learning dnn dnn-model jpeg keras neural-network opencv python spreadsheet tensorflow

Last synced: 09 Apr 2026

https://github.com/malwarebo/carcinet

Basic breast cancer detection using Machine Learning

deep-learning keras machine-learning matplotlib numpy python3 scipy tensorflow

Last synced: 09 Apr 2026

https://github.com/j-min/ml_snips

Custom ML snippets

pytorch tensorflow

Last synced: 10 May 2026

https://github.com/seigtm/pyposture

Course work code for my university's (SPbPU) course "Computer Architecture".

computer-architecture ipynb ipython-notebook python python3 spbpu spbstu tensorflow tensorflow-examples

Last synced: 30 Sep 2025

https://github.com/javierkaiser9/rgbd-dual_input_machine_learning_model

This Demo presents a machine learning-based steering module for sidewalk navigation . Using a dual-input EfficientNetV2 model, it processes RGB-D data from an Intel RealSense D415 to classify sidewalk scenarios and generate real-time steering commands. Optimized with OpenVINO

efficientnet efficientnetv2 machine-learning numpy opencv openvino python3 realsense-camera tensorflow

Last synced: 31 Dec 2025

https://github.com/codetit4n/backpropagation

Simple Backpropagation using churn modelling dataset

churn-modelling ml python tensorflow tensorflow-tutorials tutorial

Last synced: 03 Oct 2025

https://github.com/burness/tf_course

the material of the tf course

computer-vision tensorflow tensorflow-tutorials

Last synced: 10 Aug 2025

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/kichuman28/wisecare-fall_detection_model

WiseCare Fall Detection System is an innovative solution designed to enhance elderly care and safety monitoring. Using advanced computer vision and machine learning techniques, our system provides real-time fall detection capabilities, helping caregivers respond quickly to potential emergencies.

docker flask tensorflow yolov11

Last synced: 10 Aug 2025

https://github.com/adityashaarma/asl-interpreter

Real-time ASL interpreter using CNN, OpenCV, and MediaPipe for accessible gesture recognition.

accessibility asl cnn computer-vision deep-learning keras mediapipe opencv python sign-language tensorflow

Last synced: 09 Apr 2026

https://github.com/koukiftw/realtimesignlanguagerecognition

A real time sign language recognition traning model built with opencv and tensorflow that can detect hand gesture in real time.

computer-vision deep-learning machine-learning opencv python tensorflow

Last synced: 12 Aug 2025

https://github.com/djdhairya/self-driving-car

Basic Self Driving Car Model using Nvidia and Computer Vision

ai aiml computer-vision csv deep-learning jupyter-notebook keras ml nvidia python3 tensorflow

Last synced: 09 Apr 2026

https://github.com/leehanchung/deeplearning.ai

Coursera Deeplearning.ai Deep Learning Specialization

coursera deep-learning deep-neural-networks neural-networks tensorflow

Last synced: 19 May 2026

https://github.com/jung217/lstm_bert_sentiment_analysis

基於LSTM&BERT機器學習之網路輿情分析

ai analysis bert lstm machine-learning network shopee tensorflow

Last synced: 05 Oct 2025

https://github.com/mohit1106/fraud-detection-in-financial-transactions

an anomaly detection system on 284,807 transactions, achieving an AUC of ~0.972 with CNNs and Autoencoders.

autoencoders cnn-model isolation-forest keras python scikit-learn tensorflow

Last synced: 10 Apr 2026

https://github.com/p4ul-m/image-classificator

Image Classificator is a web application that allows users to upload images and classify them using pre-trained models. All services are totally independant and can run on different place.

express grpc image-classification keras machine-learning python react tensorflow

Last synced: 10 Apr 2026

https://github.com/aybchan/gans

generative adversarial networks in tensorflow

dcgan gans generative-adversarial-network generative-models machine-learning tensorflow

Last synced: 12 May 2026

https://github.com/aishwaryagm1999/sign_language_recognition_using_convolutional_neural_networks_in_machine_learning

This project uses a Convolutional Neural Network (CNN) to translate American Sign Language (ASL) signs into English letters. Utilizing Python, OpenCV, and TensorFlow, it processes real-time gestures from a camera, aiding communication for individuals with hearing impairments.

cnn convolutional-neural-networks labelimg opencv python sign-language-recognition tensorflow

Last synced: 31 Dec 2025

https://github.com/haidermalikk/neural-network-circuit-optimizer

The Neural Network Circuit Optimizer, built on my custom digital circuit simulator, uses AI and machine learning to optimize simple digital circuits. It leverages neural networks, circuit simulation, and optimization algorithms to reduce component count which improves: power usage, and execution time and efficiency. *Under Dev see Readme*

ai jupyter-notebook matplotlib ml numpy pandas python pytorch sqlalchemy tensorflow

Last synced: 10 Apr 2026

https://github.com/abdullahwaqar/stock_prediction

The goal of this project is to accurately predict the future closing value of a given stock across a given period of time in the future.

ai keras ltsm machine-learning stock-analysis stock-price-prediction tensorflow

Last synced: 09 Apr 2026

https://github.com/abhaskumarsinha/corpus2gpt

Corpus2GPT: A project enabling users to train their own GPT models on diverse datasets, including local languages and various corpus types, using Keras and compatible with TensorFlow, PyTorch, or JAX backends for subsequent storage or sharing.

attention-mechanism jax keras large-language-models llm llm-inference llm-training python3 pytorch tensorflow

Last synced: 11 Apr 2026

https://github.com/tejasvi541/machine-learning

My Machine and Deep Learning Practice and Projects Notebooks

matplotlib numpy python3 pytorch sklearn tensorflow

Last synced: 10 Apr 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 188 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