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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/arnoldchrisoduor1/potato_disease

Trained a CNN to detect the presence and the current stage of Blight disease in potatoes, WebApp in FastAPI and React

fastapi keras numpy react serving-tensors tensorflow

Last synced: 04 Apr 2026

https://github.com/adhadse/hands-on-machine-learning-book-notes-and-practice

This repo holds the Jupyter notebooks and datasets containing notes/comments on things I learned from this book. Feel free to use and learned from them.

data-science deep-learning jupyter-notebooks keras machine-learning python scikit-learn tensorflow

Last synced: 04 Apr 2026

https://github.com/mohankrishnagr/cpu-vs-gpu-resnet50-training-cifar10

This repository contains a Python script to compare the training performance of a ResNet50-like model on the CIFAR-10 dataset using CPU and GPU. The project evaluates and visualizes the training time differences between the two devices, providing insights into the computational advantages of using GPUs for deep learning tasks.

cifar-10 cpu-vs-gpu deep-learning gpu-acceleration hpc keras machine-learning python resnet tensorflow

Last synced: 18 Apr 2026

https://github.com/darkmatter18/keras_model_deployment_flask

A Simple way to deploy your tensorflow.keras model using Flask

flask keras serving tensorflow

Last synced: 18 Apr 2026

https://github.com/denizetkar/rl_test

Reinforcement Learning examples

model-free-rl ppo2 pytorch reinforcement-learning tensorflow

Last synced: 18 Apr 2026

https://github.com/alvalens/transai

this is simple translation website using tensorflow transformer model

flask notebook python tensorflow transformer translation website

Last synced: 18 Apr 2026

https://github.com/dilkushsingh/facial_emotion_recognizer

Training an image classifier for detecting emotions from scratch on my own dataset.

gradio hugging-face keras opencv python resnet-50 tensorflow

Last synced: 05 Apr 2026

https://github.com/taguhiyenok/lung-disease-detection

Deep learning models (EfficientNetB7 & V2L) for lung disease detection from X-rays

computer-vision covid19 deep-learning efficientnet keras medical-imaging tensorflow transfer-learning xray-classification

Last synced: 18 Apr 2026

https://github.com/razamehar/sentiment-analysis-using-deep-learning---machine-learning

Sentiment analysis on the IMDB dataset using Bag of Words models (Unigram, Bigram, Trigram, Bigram with TF-IDF) and Sequence to Sequence models (one-hot vectors, word embeddings, pretrained embeddings like GloVe, and transformers with positional embeddings).

bag-of-words glove-embeddings imdb-dataset multinomial-naive-bayes one-hot-encoded-vectors python sentiment-analysis sequence-to-sequence-models tensorflow term-frequency-inverse-document-frequency tf-idf-vectorizer transformer-architecture word-embeddings

Last synced: 18 Apr 2026

https://github.com/aqueeqazam/deep-learning-for-computer-vision-and-nlp-with-tensorflow

A demonstration of TensorFlow and how to code for natural language processing and computer vision will be demonstrated at the next level of deep learning concept.

computer-vision deep-learning neural-network nlp tensorflow

Last synced: 19 Apr 2026

https://github.com/souradeepdutta/speech-super-resolution-samsung-prism

Audio super-resolution with an ECA-enhanced encoder-decoder CNN. Upsamples low-rate speech (2/4/8 kHz → 16 kHz) to improve ASR performance, trained on LibriSpeech with Wav2Vec2-based perceptual loss.

asr cnn deep-learning eca-attention encoder-decoder-architecture librispeech speech-processing speech-super-resolution speech-to-text tensorflow wav2vec2

Last synced: 19 Apr 2026

https://github.com/theroyakash/convolutional_neural_network

Improving Image prediction with convolutional neural network and MaxPooling with tensorflow

convolutional-neural-networks keras neural-network tensorflow

Last synced: 19 Apr 2026

https://github.com/razamehar/synthetic-to-real-image-classifier

The CGI2Real_Multi-Class_Image_Classifier categorizes humans, horses, or both using transfer learning from Inception CNN. Trained on synthetic images, it can also classify real ones.

convolutional-neural-networks image-classification inceptionv3 multi-class-classification python real-image-classification synthetic-images tensorflow

Last synced: 19 Apr 2026

https://github.com/yassin522/heartbeat-categorization

This project is aimed at developing a machine learning model that can accurately classify heartbeats as either normal or abnormal. The model is trained on a dataset of ECG (electrocardiogram) signals, which were collected from patients and labeled by medical professionals.

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

Last synced: 20 Apr 2026

https://github.com/rai-project/dlperf

Déjà vu: Modeling DNN Performance by Recalling History

benchmark cuda deep-learning modeling onnx performance tensorflow

Last synced: 21 Apr 2026

https://github.com/vardanagarwal/signature

Project on Signature forgery

python signature-forgery-detection tensorflow

Last synced: 21 Apr 2026

https://github.com/michaelneuder/smart_scroller

a data driven approach to mobile device scrolling

tensorflow text-processing

Last synced: 22 Apr 2026

https://github.com/bhargav-joshi/basic-image-classification-with-tensorflow

Basic Image Classification with TensorFlow Coursera Project

classification coursera image-classification tensorflow

Last synced: 22 Apr 2026

https://github.com/saiful9379/semantics-textual-similarity

The semantics textual similarity means textual similar between two sentence such as i am a good boy and i am not a bad boy those two sentence are same meaning. so i try to find out those sentences are same meaning or not. i use public open souces data that have three class category that are neutral,contradiction and entailment.

tensorflow

Last synced: 24 Apr 2026

https://github.com/mfavianzaahir/proyek-akhir-klasifikasi-gambar

Image classifier with extra steps

tensorflow

Last synced: 24 Apr 2026

https://github.com/mslawsky/binary-sarcasm-classifier

This repository contains a binary sarcasm classifier for news headlines using TensorFlow and Keras.

binary-text-classification keras natural-language-processing news-headlines-analysis sarcasm-detection tensorflow word-embeddings

Last synced: 24 Apr 2026

https://github.com/adn26/asl-detection-system

A real-time American Sign Language (ASL) detection system that allows users to input text using hand gestures. This project uses computer vision and machine learning to recognize ASL signs and convert them into text.

asl-recognizer detection-model python tensorflow

Last synced: 25 Apr 2026

https://github.com/chaitanyarahalkar/deepdream

Based on the Google Deep Dream Inception V3 model

deepdream imagenet-dataset inceptionv3 tensorflow

Last synced: 26 Apr 2026

https://github.com/sadhiin/kidney-disease-classification-dl-mlops

Deep learning project for classifying kidney tumors and stones using medical imaging, integrating Python, TensorFlow, DVC, and MLOps for enhanced accuracy and efficiency in healthcare diagnostics

deep-learning mlflow tensorflow

Last synced: 26 Apr 2026

https://github.com/singhvishal003/audio-classification

Audio classification using Tensorflow.

matplotlib tensorflow tensorflow-gpu tensorflow-io

Last synced: 26 Apr 2026

https://github.com/capnitz/simple-denoising-app-using-dl

An image denoising application using python, streamlit and tensorflow based on Deep Learning

denoising-autoencoders denoising-images image-denoising python streamlit-webapp tensorflow

Last synced: 26 Apr 2026

https://github.com/dancsalo/tf-cnn-text-classification

TF boilerplate code to facilitate the classification of new datasets using new models.

convolutional-neural-networks tensorflow text-classification

Last synced: 27 Apr 2026

https://github.com/imvision12/coatnet-tf

A Tensorflow Implementation of CoAtNet: Marrying Convolution and Attention for All Data Sizes

cnn coatnet convnet tensorflow transformer

Last synced: 07 Jun 2026

https://github.com/alyssonmach/cnn-tensorflow

Arquivos do Curso "Convolutional Neural Networks with Tensorflow" do Coursera.

convolutional-neural-networks deep-learning tensorflow

Last synced: 27 Apr 2026

https://github.com/maxzirps/cats_vs_dogs

Cats and dogs image classification

classification image tensorflow

Last synced: 28 Apr 2026

https://github.com/stevewyl/tensorflow_tips

some useful tensorflow training tips

tensorflow

Last synced: 28 Apr 2026

https://github.com/s4b7r/yellow-triangle

Little CNN classification test- and toy-case

cnn tensorflow

Last synced: 28 Apr 2026

https://github.com/akshaypx/watchtower-ai

Detect People, start auto recording, click pictures and save it to your device. Works on both mobile and desktop. It uses cocossd Tensorflow Js model for Object Detection. Next js for frontend.

coco-ssd cocossd live-detection nextjs object-detection tailwindcss tensorflow tensorflowjs typescript

Last synced: 28 Apr 2026

https://github.com/alyssonmach/introduction-to-tensorflow

Arquivos do curso "Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning" do Coursera.

convolutional-neural-networks deep-learning tensorflow

Last synced: 28 Apr 2026

https://github.com/valeman/udacity-self-driving-car-traffic-signs-classifier-p2

My project pipeline for the Udacity Self-Driving-Car Nanodegree program's Project 2 - Traffic Sign Classifier

convolutional-neural-networks deep-learning deep-neural-networks machine-vision pyton self-driving-car tensorflow

Last synced: 28 Apr 2026

https://github.com/kasraskari/cifar-10

Classifying CIFAR-10 images (CNN, KerasTuner CNN, Wide-and-Deep)

cifar-10 deep-learning jupyter-notebook keras keras-tensorflow neural-network python tensorflow tuning

Last synced: 28 Apr 2026

https://github.com/nayeem01/sports-action-recognition-lstm-

LSTM sports actions recognizer

holistic opencv python tensorflow

Last synced: 28 Apr 2026

https://github.com/wlopezm-unal/cnn_tensorflow

Notebook on the use of the VGG19 model of a Convolutional Neural Network (CNN) for image classification of natural scenes. The framework is TensorFlow

cnn python tensorflow vgg19-model

Last synced: 28 Apr 2026

https://github.com/gmcgibbon/udacity-dlnd-project-4

Udacity Deep Learning Nanodegree - Project 4

deep-learning jupyter-notebook rnn tensorflow udacity

Last synced: 28 Apr 2026

https://github.com/gmcgibbon/udacity-dlnd-project-3

Udacity Deep Learning Nanodegree - Project 3

deep-learning jupyter-notebook rnn tensorflow udacity

Last synced: 28 Apr 2026

https://github.com/jjateen/butterfly-species-classification

This repository contains an Android app for butterfly image classification. The app utilizes a deep learning model for classifying butterfly images.

android-application android-studio convolutional-neural-networks deep-learning image-classification java tensorflow tensorflow-lite

Last synced: 28 Apr 2026

https://github.com/anzure/pet-classification-ai

Classify dogs versus cats in images with Deep Learning technology

deep-learning python tensorflow

Last synced: 29 Apr 2026

https://github.com/stifler7/art-generation-using-gans

The aim of this project is to produce stunning and interesting artworks by means of Generative Adversarial Networks (GAN). The model is designed in the form of traditional GAN, where the generator network generates the images and the classifier network classifies them, both implemented in PyTorch.

generative-adversarial-network machine-learning tensorflow

Last synced: 29 Apr 2026

https://github.com/cccaaannn/yolo_predictor

Predict images with tensorflow converted darknet yolov4 model in a single line.

predict-images tensorflow yolo-predictor yolov4

Last synced: 29 Apr 2026

https://github.com/sabhi728/crypto-prediction-ai

Crypto-prediction-AI is a Bitcoin price data collection, analysis and prediction tool. It uses machine learning models to analyze Bitcoin market trends and supports multiple exchange data sources.

ai data-science dataanalysis deep-learning machine-learning nodejs tensorflow

Last synced: 29 Apr 2026

https://github.com/julscadenas/stock-price-predictor

Apple (AAPL) Stock price prediction with news sentiment using LSTM

keras lstm machine-learning python tensorflow

Last synced: 29 Apr 2026

https://github.com/johnpaulada/tensorflow-template-notebooks

A collection of Jupyter notebooks with templates for executing a variety of tasks with TensorFlow.

jupyter jupyter-notebook templates tensorflow tensorflow-notebooks tensorflow-tutorials

Last synced: 29 Apr 2026

https://github.com/alan-oliveir/reconhecimento_emocoes

Notebooks desenvolvidos no curso promovido pela Qualifact, para estudo da visão computacional aplicada ao reconhecimento de emoções.

opencv python tensorflow visao-computacional

Last synced: 29 Apr 2026

https://github.com/pierric/word2vec

word to vector

cbow skip-gram tensorflow word2vec

Last synced: 29 Apr 2026

https://github.com/jiamings/tfdatasets

Read and write common datasets into TensorFlow Records format.

datasets tensorflow

Last synced: 29 Apr 2026

https://github.com/shivaneuralnet/google-stock-price-prediction-using-lstm

Deep learning project for forecasting Google stock prices using LSTM. Includes EDA, SMA insights, LSTM tuning, and model performance comparison.

deep-learning lstm-model model-comparison moving-average plotly-express stock-forecasting stock-price-prediction tensorflow time-series

Last synced: 29 Apr 2026

https://github.com/javipzv/handwritten-digits-classifier

It allows the user to draw a digit on a canvas and classify the digit using a pre-trained TensorFlow model.

neural-network python tensorflow tkinter

Last synced: 29 Apr 2026

https://github.com/lugolbis/waives

AI to predict surf conditions 🏄🤖

machine-learning python pytorch rust tensorflow tensorflowjs web-development

Last synced: 29 Apr 2026

https://github.com/piyushjimiwal/heart_disease_prediction

A Neural Network-based heart disease prediction model using TensorFlow and Scikit-learn

classification healthcare heart-disease keras machine-learning neural-network python student-project tensorflow

Last synced: 29 Apr 2026

https://github.com/andydevs/tensorflow-demo-1

Demonstrating creating a training application using tensorflow

flask keras python tensorflow

Last synced: 29 Apr 2026

https://github.com/greatmonster11/ct217_nlcs

Research about convolutional neural network and make simple app

cnn keras model python tensorflow

Last synced: 29 Apr 2026

https://github.com/st235/hse.cvformobiledevices.facialprocessing

Detects and extracts faces from the images from your gallery 👱‍♂️

android android-compose celeba-dataset kotlin kotlin-coroutines tensorflow tflite

Last synced: 29 Apr 2026

https://github.com/lithika-damnod/cs50ai

CS50's Introduction to Artificial Intelligence with Python

artificial-intelligence cs50ai machine-learning neural-networks python tensorflow

Last synced: 30 Apr 2026

https://github.com/hcnoh/multi-speaker-tacotron-tensorflow

A TensorFlow implementation of Multi-Speaker Tacotron which was introduced on Deep Voice 2 paper by Baidu.

deep-learning python3 tacotron tensorflow tensorflow-models text-to-speech

Last synced: 30 Apr 2026

https://github.com/mohammedsohail-dev/internship_cabs

Predictive and Prescriptive Analytics Using LSTM techniques

bilstm gru lstm-neural-networks python tensorflow

Last synced: 30 Apr 2026

https://github.com/asifrahaman13/speaker-dnn

An application to verify the speaker from the voice. Uses tensorflow, fast api, Next js, librosa libraries.

python tensorflow

Last synced: 30 Apr 2026

https://github.com/aflucas-uom/ari2129-group-project-part-b

This repository demonstrates data augmentation techniques using TensorFlow, PyTorch, and OpenCV to enhance image classification. It includes Jupyter Notebooks with practical applications on the COTS dataset and a comparative analysis of the results.

cots data-augmentation datasets opencv pytorch tensorflow

Last synced: 30 Apr 2026

https://github.com/andydevs/ml-digit-recognition

Trains a neural network to recognize handwritten digits from the MNIST database.

machine-learning neural-network tensorflow tensorflow-tutorials

Last synced: 30 Apr 2026

https://github.com/piyush-kumar-ghosh/mnist-digit-recognition

Deep learning project for image classification using TensorFlow and the MNIST dataset.

cnn deep-learning mnist tensorflow

Last synced: 30 Apr 2026

https://github.com/devwaqarahmad/ai-powered-animal-classifier

A multi-class animal image classification project using Convolutional Neural Networks (CNNs) and a Streamlit web interface. Upload any animal image and the model predicts the species in real-time.

animal-classifier cnn deep-learning image-classification mobilenetv2 streamlit tensorflow

Last synced: 30 Apr 2026

https://github.com/mawadamhd/deep-learning-with-keras-and-tensorflow-course

This repository contains materials for Deep Learning with Keras and TensorFlow course. This includes Jupyter notebooks, datasets, assignments, and solutions .

deep-learning deep-neural-networks keras keras-tensorflow tensorflow

Last synced: 30 Apr 2026

https://github.com/ola-kaznowska/summer-programming-camp-gp-travel-2024

Projects implemented at summer programming camp https://github.com/ArsBeneMoriendi

ai artificial-intelligence cv2 json math neural-network numpy python3 tensorflow

Last synced: 30 Apr 2026

https://github.com/lfgodoi/intelligent-spacecraft-pose-estimator

A computer vision solution based on digital image processing and neural networks for estimating the pose of known uncooperative spacecraft.

aerospace-engineering convolutional-neural-networks image-processing machine-learning spacecraft tensorflow

Last synced: 01 May 2026

https://github.com/kalashsathawane/weight-usage-analyser

Analyze neural network weight usage with WeightUsageAnalyzer. Optimize your models in PyTorch and TensorFlow for efficiency and performance. 🐙💻

ai flops-analysis keras keras-tensorflow machine-learning network-analysis neural-network pruning pytorch tensorflow toolkit torch weight weights-visualization

Last synced: 01 May 2026

https://github.com/konynour/tf-object-detection

This project implements an object detection system using TensorFlow and OpenCV, designed to identify and classify objects in images or video streams. By utilizing pre-trained models from the TensorFlow Object Detection API, this project allows users to detect multiple objects in real-time or from static images.

frozen jupyter-notebook matplotlip opencv python-script python3 tensorflow tensorflow-object-detection-api

Last synced: 01 May 2026

https://github.com/saurabhjalendra/deeplearning-cifar10-classifier

Deep learning-based image classifier for the CIFAR-10 dataset using MLP, CNN, and transfer learning approaches. Achieves 91.7% accuracy with MobileNetV2 transfer learning. Includes data preprocessing, model implementation, and comprehensive evaluation.

cifar10 computer-vision convolutional-neural-networks deep-learning image-classification image-processing tensorflow transfer-learning

Last synced: 01 May 2026

https://github.com/omkarspace/nudetect

A deep learning-based web application for detecting adult content in videos using CNN architecture. Features real-time analysis for both direct uploads and YouTube URLs with a responsive dark-themed UI.

adult-content-detection cnn computer-vision deep-learning keras machine-learning python real-time-processing tensorflow video-processing web-application youtube-api

Last synced: 01 May 2026

https://github.com/deepthipathlawath20/emotion-recognition-bimodal

Bimodal emotion recognition (face + speech) with feature-level fusion and classic ML classifiers.

audio computer-vision emotion-recognition knn mfcc multimodal navie-bayes-algorithm python scikit-learn svm tensorflow

Last synced: 01 May 2026

https://github.com/vrinek/racermaker

Train a racing bot to drive

game gosu tensorflow

Last synced: 01 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 196 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