TensorFlow

Domain Transfer Networkyunjey/dtn-tensorflow

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

Seq2seq-Chatbottensorlayer/seq2seq-chatbot

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

tensorflow.rbsomaticio/tensorflow.rb

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

LLVIPbupt-ai-cz/LLVIP

A visible-infrared paired dataset for low-light vision tasks like pedestrian detection, image fusion, and image-to-image translation.

JasonLiTW/simple-railway-captcha-solver#english-versionJasonLiTW/simple-railway-captcha-solver

A CNN-based captcha solver for Taiwan Railway booking website with a training set generator that mimics captcha style and uses data augmentation.

BLEURT: a Transfer Learning-Based Metric for Natural Language Generationgoogle-research/bleurt

A transfer learning-based evaluation metric for Natural Language Generation that scores text fluency and meaning.

Cam2BEVika-rwth-aachen/Cam2BEV

A TensorFlow implementation for generating semantically segmented bird's eye view images from multiple vehicle-mounted cameras using a Sim2Real deep learning approach.

Tensorflow Data Validation (TFDV)tensorflow/data-validation

A scalable library for exploring, validating, and monitoring machine learning data, integrated with TensorFlow and TFX.

Character-Aware Neural Language Modelscarpedm20/lstm-char-cnn-tensorflow

TensorFlow implementation of character-aware neural language models using CNN, highway networks, and LSTM.

tffmgeffy/tffm

TensorFlow implementation of arbitrary order (≥2) Factorization Machines for classification and regression tasks.

Alsentzer et al Clinical BERTEmilyAlsentzer/clinicalBERT

Pre-trained BERT models fine-tuned on clinical text from MIMIC for medical natural language processing tasks.

TensorFramestjhunter/tensorframes

TensorFlow binding for Apache Spark DataFrames, enabling TensorFlow program execution on Spark data.

GitHub repositoryPRBonn/OverlapNet

A Siamese neural network for LiDAR-based loop closing and localization by predicting scan overlap and relative yaw angle.

HoVer-Netvqdang/hover_net

A PyTorch-based deep learning model for simultaneous nuclear instance segmentation and classification in histopathology images.

Suironkendricktan/suiron

An open-source machine learning system for training autonomous RC cars using computer vision and neural networks.

cadrl_rosmfe7/cadrl_ros

ROS package implementing a deep reinforcement learning algorithm for dynamic obstacle avoidance in ground robots.

BioBERTnaver/biobert-pretrained

Pre-trained biomedical language representation model for biomedical text mining tasks like named entity recognition and relation extraction.

Generative Handwriting Demo using TensorFlowhardmaru/write-rnn-tensorflow

Generates realistic handwriting using LSTM Mixture Density Networks implemented in TensorFlow.

TensorFlow Decision Foreststensorflow/decision-forests

A TensorFlow library for training, serving, and interpreting decision forest models like Random Forests and Gradient Boosted Trees.

android-yolonatanielruiz/android-yolo

Real-time object detection on Android using YOLO with TensorFlow, detecting 20 object classes from the Pascal VOC dataset.

Deep-Reinforcement-Stock-TradingAlbert-Z-Guo/Deep-Reinforcement-Stock-Trading

A modular deep reinforcement learning framework for portfolio management, enabling algorithmic stock trading with DQN and DDPG agents.

Terry Um’s TensorFlow Exercisesterryum/TensorFlow_Exercises

A collection of TensorFlow practice exercises covering fundamental machine learning concepts from linear regression to CNNs.

MusicGenreClassificationmlachmish/MusicGenreClassification

Classify music genre from a 10-second audio stream using a convolutional neural network trained on mel-frequency spectrograms.

GAN-CLSzsdonghao/text-to-image

TensorFlow implementation of GAN-CLS algorithm for generating images from text descriptions using adversarial networks.

BlueBERTncbi-nlp/bluebert

A BERT model pre-trained on PubMed abstracts and clinical notes for biomedical natural language processing tasks.

qkerasgoogle/qkeras

A quantization extension for Keras that provides drop-in replacement layers for creating quantized deep learning models in TensorFlow.

R-NetHKUST-KnowComp/R-Net

TensorFlow implementation of R-Net for machine reading comprehension on the SQuAD dataset.

SqueezeSegBichenWuUCB/SqueezeSeg

A convolutional neural network model for real-time road-object segmentation from 3D LiDAR point clouds.

captcha_recognizePatrickLib/captcha_recognize

A TensorFlow-based image recognition system for captchas that works without image segmentation.

Paxgoogle/paxml

A JAX-based machine learning framework for configuring and training large-scale models with high efficiency on TPUs and GPUs.

cnn_handwritten_chinese_recognitiontaosir/cnn_handwritten_chinese_recognition

A web application that uses a CNN model to recognize handwritten Chinese characters from an online drawing canvas.

U-Netzsdonghao/u-net-brain-tumor

A U-Net implementation for brain tumor segmentation using the BRATS 2017 dataset with data augmentation and dice loss.

TensorLayerXtensorlayer/TensorLayerX

A unified deep learning and reinforcement learning framework supporting multiple backends and hardware platforms.

Latticetensorflow/lattice

A TensorFlow library implementing constrained and interpretable lattice-based models with shape constraints like monotonicity and convexity.

NeuralArtckmarkoh/neuralart_tensorflow

A TensorFlow implementation of the neural style transfer algorithm that applies artistic styles to images.

DeepCellvanvalenlab/deepcell-tf

A deep learning library for single-cell analysis of biological images, specializing in cell segmentation and tracking.