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Tensorflow

350 projects

Showing 36 of 350 projects

GitHub Repo
GitHub RepoJava

An example Android project demonstrating how to build and integrate TensorFlow for object detection using the camera.

#tensorflow-examples#deep-learning#android
Stars1.4k
Forks423
Last commit
PointCNN
PointCNNPython

A deep learning framework for feature learning directly from point clouds using X-Conv operations, achieving state-of-the-art results in classification and segmentation.

#autonomous-driving#pointcloud#deep-learning
Stars1.4k
Forks358
Last commit5 months ago
Awesome Captcha
Awesome CaptchaJavaScript

A curated list of awesome CAPTCHA libraries for generation and tools for cracking them.

#captcha-image#laravel#bot-detection
Stars1.4k
Forks127
Last commit4 months ago
Personae
PersonaePython

A repository implementing Deep Reinforcement Learning and Supervised Learning methods with a simulated financial market environment for quantitative trading.

#trading#stock-price-prediction#time-series-prediction
Stars1.4k
Forks342
Last commit
TensorFlow Lite
TensorFlow Lite

A curated collection of TensorFlow Lite models, sample apps, tools, and learning resources for mobile and edge AI development.

#sample-app#tflite-models#android-development
Stars1.4k
Forks190
Last commit4 years ago
CV-pretrained-model
CV-pretrained-model

A curated collection of open-source computer vision pre-trained models across TensorFlow, Keras, PyTorch, Caffe, and MXNet frameworks.

#mxnet#data-science#deep-learning
Stars1.4k
Forks189
Last commit5 years ago
TDB
TDBJavaScript

A visual debugger for TensorFlow with breakpoints and real-time data visualization during neural network training.

#deep-learning#neural-networks#prototyping
Stars1.4k
Forks139
Last commit9 years ago
tensorflow
tensorflowR

An R interface to TensorFlow, providing access to the complete TensorFlow API for numerical computation and machine learning.

#r-package#deep-learning#r-language
Stars1.3k
Forks314
Last commit3 months ago
DeepOSM
DeepOSMPython

Train neural networks with OpenStreetMap data and satellite imagery to classify roads and map features.

#geospatial#deep-learning#neural-networks
Stars1.3k
Forks184
Last commit9 years ago
model-analysis
model-analysisPython

A library for evaluating TensorFlow models on large datasets with distributed computation and slicing analysis.

#data-slicing#model-evaluation#mlops
Stars1.3k
Forks279
Last commit14 days ago
hyperpose
hyperposePython

A library for building high-performance custom human pose estimation applications with real-time inference and flexible model development.

#cuda#distributed-training#pose-estimation
Stars1.3k
Forks271
Last commit3 years ago
StarDist
StarDistPython

A Python library for 2D/3D object detection and instance segmentation in microscopy images using star-convex shapes.

#bioimage-analysis#instance-segmentation#python-library
Stars1.3k
Forks281
Last commit6 months ago
Pretty Tensor
Pretty TensorPython

A high-level builder API for TensorFlow that enables fluent, chainable neural network construction.

#model-builder#python-library#fluent-interface
Stars1.2k
Forks142
Last commit6 years ago
frugally-deep
frugally-deepC++

A lightweight header-only C++ library for running Keras (TensorFlow) models without linking against TensorFlow.

#library#deep-learning#c-plus-plus-14
Stars1.1k
Forks237
Last commit3 months ago
burness/chinese_hand_write_rec
burness/chinese_hand_write_recPython

A collection of TensorFlow tutorials and examples covering image classification, GANs, text classification, and model deployment.

#infogan#text-classification#flask
Stars1.1k
Forks541
Last commit
rex-gym
rex-gymPython

OpenAI Gym environments and tools for training a 3D-printed quadruped robot (SpotMicro) using reinforcement learning.

#robotics#ppo-algorithm#openai-gym
Stars1.1k
Forks140
Last commit3 years ago
segmap
segmapC++

A 3D segment-based mapping library for robot localization, environment reconstruction, and semantics extraction using LiDAR data.

#lidar#robotics#3d-mapping
Stars1.1k
Forks389
Last commit5 years ago
Predict time series
Predict time seriesJupyter Notebook

A TensorFlow-based educational project for learning seq2seq RNNs through signal forecasting exercises.

#sequence-to-sequence#educational#time-series-forecasting
Stars1.1k
Forks286
Last commit
Neural Turing Machine in TensorFlow
Neural Turing Machine in TensorFlowJupyter Notebook

TensorFlow implementation of Neural Turing Machines with LSTM controllers, supporting multiple read/write heads.

#neural-turing-machine#sequence-learning#memory-augmented-networks
Stars1.0k
Forks212
Last commit
max-image-resolution-enhancer
max-image-resolution-enhancerPython

A TensorFlow-based GAN model that upscales images by 4x while generating photo-realistic details.

#codait#ibm#ai
Stars1.0k
Forks161
Last commit11 months ago
btgym
btgymPython

A scalable, event-driven backtesting library for reinforcement learning in algorithmic trading, built on Backtrader with OpenAI Gym API.

#openai-gym#a3c#backtesting
Stars1.0k
Forks258
Last commit5 years ago
what-if-tool
what-if-toolHTML

An interactive visual interface for exploring and debugging black-box machine learning models without writing code.

#jupyterlab-extension#model-debugging#feature-attribution
Stars1.0k
Forks184
Last commit2 months ago
Machine Learning
Machine Learning

A curated collection of machine learning resources, examples, and experiments for creative coding and education.

#beginner-friendly#javascript-ml#education
Stars1.0k
Forks195
Last commit5 years ago
TensorNets
TensorNetsPython

High-level TensorFlow network definitions with pre-trained weights for easy integration into existing ML workflows.

#transfer-learning#yolov2#resnet
Stars996
Forks178
Last commit5 years ago
KerasNLP
KerasNLPPython

A pretrained modeling library for Keras 3 offering simple, flexible, and fast access to models for text, image, and audio tasks.

#jax#keras-3#deep-learning
Stars987
Forks357
Last commit2 days ago
QANet
QANetPython

A TensorFlow implementation of QANet for machine reading comprehension on the SQuAD dataset.

#squad#deep-learning#neural-networks
Stars985
Forks297
Last commit8 years ago
TF-GAN
TF-GANJupyter Notebook

A lightweight TensorFlow library for training and evaluating Generative Adversarial Networks (GANs).

#audio-synthesis#model-training#model-evaluation
Stars963
Forks241
Last commit1 year ago
Kapre
KaprePython

GPU-accelerated audio preprocessing layers for Keras/TensorFlow, enabling real-time audio feature extraction within neural networks.

#keras-layers#spectrogram#deep-learning
Stars947
Forks145
Last commit3 months ago
neuropod
neuropodC++

A uniform interface to run deep learning models from multiple frameworks like TensorFlow, PyTorch, and Keras in C++ and Python.

#deep-learning#production-ml#model-inference
Stars943
Forks73
Last commit2 years ago
TensorFlow Scala
TensorFlow ScalaScala

A strongly-typed Scala API for TensorFlow, providing functionality similar to the official Python API with additional features.

#data-science#deep-learning#neural-networks
Stars938
Forks90
Last commit4 years ago
deepdive
deepdivePython

An open-source simulator for experimenting with and advancing self-driving AI, accessible to anyone with a PC.

#robotics#simulation#ai-simulation
Stars926
Forks149
Last commit2 years ago
Show, Attend and Tell
Show, Attend and TellJupyter Notebook

TensorFlow implementation of an attention-based neural image caption generator that focuses on relevant image parts while generating words.

#deep-learning#show-attend-and-tell#neural-networks
Stars907
Forks322
Last commit
Domain Transfer Network
Domain Transfer NetworkPython

TensorFlow implementation of unsupervised cross-domain image generation for transferring images between domains like SVHN to MNIST.

#deep-learning#svhn#generative-models
Stars862
Forks199
Last commit8 years ago
pytorch2keras
pytorch2kerasPython

Convert PyTorch models to Keras (TensorFlow backend) for deployment and interoperability.

#keras-model-convertor#deployment#densenet
Stars862
Forks143
Last commit3 years ago
Seq2seq-Chatbot
Seq2seq-ChatbotPython

A minimal 200-line implementation of a sequence-to-sequence chatbot using TensorLayer and TensorFlow.

#chat#educational#tensorlayer
Stars838
Forks305
Last commit4 years ago
tensorflow.rb
tensorflow.rbRuby

A Ruby API for TensorFlow, enabling machine learning and deep learning within Ruby applications.

#ai#ruby-bindings#deep-learning
Stars832
Forks61
Last commit4 years ago
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