TensorFlow

Hierarchical Attention Networkstqtg/hierarchical-attention-networks

TensorFlow implementation of hierarchical attention networks for document classification using GRU cells and attention mechanisms.

max-image-caption-generatorIBM/MAX-Image-Caption-Generator

A TensorFlow-based model that generates descriptive captions for images using an Inception-v3 encoder and LSTM decoder.

Unsupervised Object Countingakosiorek/attend_infer_repeat

A TensorFlow implementation of Attend, Infer, Repeat (AIR), a generative model for fast scene understanding by reconstructing objects sequentially.

NeoDTIFangpingWan/NeoDTI

A neural network model that integrates neighbor information from heterogeneous networks to discover new drug-target interactions.

Big-fishfish-quant/big-fish

A Python toolbox for analyzing smFISH microscopy images, including spot detection and cell segmentation.

max-speech-to-text-converterIBM/MAX-speech-to-text-converter

A Docker-based speech recognition model that converts short English WAV audio files into text using Mozilla's DeepSpeech.

im2imzsdonghao/Unsup-Im2Im

An implementation of unsupervised image-to-image translation using Generative Adversarial Networks (GANs).

max-weather-forecasterIBM/MAX-Weather-Forecaster

A TensorFlow/Keras LSTM model for hourly weather forecasting, offering univariate, multivariate, and multistep prediction modes.

DAGGERzsdonghao/Imitation-Learning-Dagger-Torcs

A simple implementation of the DAGGER imitation learning algorithm for autonomous steering control in the Torcs racing simulator.

CAPTCHAzakizhou/CAPTCHA

A TensorFlow-based convolutional neural network for recognizing four-digit CAPTCHA images.

Kaggle Dogs vs. Catskastnerkyle/kaggle-dogs-vs-cats

Code for the Kaggle Dogs vs. Cats image classification competition using deep learning.

max-human-pose-estimatorIBM/MAX-Human-Pose-Estimator

Detects humans in images and estimates their poses by identifying body parts and connecting them with pose lines.

ros2-tensorflowalsora/ros2-tensorflow

ROS2 nodes for performing computer vision inference using TensorFlow models, enabling object detection and image classification in robotics.

Map/Reduce implementations of common ML algorithmsYannael/BigDataAnalytics_INFOH515

Jupyter notebooks for hands-on Big Data Analytics exercise classes covering Spark ML, Map/Reduce algorithms, and deep learning.

tensorlmbatzner/tensorlm

A TensorFlow wrapper library for character-level and word-level text generation using recurrent neural networks.

max-audio-embedding-generatorIBM/MAX-Audio-Embedding-Generator

Generates embedding vectors from audio files using a TensorFlow model trained on AudioSet, deployable as a Docker container.

omarchy-aimitkox/omarchy-ai

A one-command installer that transforms a fresh Arch Linux installation into a complete, local-first AI development environment with Hyprland.

Highway Networkfomorians/highway-cnn

A TensorFlow implementation of convolutional highway networks for deep learning experiments.

max-text-sentiment-classifierIBM/MAX-Text-Sentiment-Classifier

A pre-trained BERT-based model for detecting positive or negative sentiment in short text fragments.

xRBMomimo/xRBM

A TensorFlow library implementing Restricted Boltzmann Machines and their variants for machine learning applications.

Txeordabra/txeo

A lightweight, high-performance C++ wrapper for TensorFlow that simplifies development with a modern API.

AradeepopsisGregor-Mendel-Institute/aradeepopsis

An open-source pipeline for high-throughput, non-invasive extraction of phenotypic traits from plant images using deep learning.

vspeechthecodrr/vspeech

V language bindings for Mozilla's DeepSpeech, enabling speech-to-text functionality in V applications.

TrailMapAlbertPun/TRAILMAP

A 3D convolutional network software package for extracting axonal and filamentous structures from cleared brain imaging data.

DeML-Golemanshuman73/DeML-Golem

A proof-of-concept for decentralized machine learning using federated learning on the Golem network to distribute training across multiple nodes.

AlexNet3Ddenti/AlexNet3D

TensorFlow implementation of AlexNet with 3D convolutional layers for volumetric image recognition.

Spatial Transformer Networkszsdonghao/Spatial-Transformer-Nets

A TensorFlow/TensorLayer implementation of Spatial Transformer Networks for learning image transformations like scaling, cropping, and rotation.

Notebooksrlan/notebooks

A Docker-based starter kit providing pre-configured Jupyter notebook environments for machine learning with TensorFlow, PyTorch, and essential libraries.

max-question-answeringIBM/Max-Question-Answering

A BERT-based model that answers questions from a given text corpus, deployable as a Docker container.

max-image-segmenterIBM/MAX-Image-Segmenter

A TensorFlow-based image segmentation model that assigns each pixel in an image to one of 21 object classes from the PASCAL VOC dataset.

German ELMo Modelt-systems-on-site-services-gmbh/german-elmo-model

A German ELMo deep contextualized word representation model trained on a specialized German Wikipedia text corpus for NLP tasks.

Keras GPT Copilotfabprezja/keras-gpt-copilot

A Python package that integrates an LLM copilot into Keras model development to provide performance improvement suggestions.

ros2_intel_movidius_ncsintel/ros2_intel_movidius_ncs

A ROS2 wrapper for the Movidius Neural Compute Stick (NCS) providing object classification and detection services for images and video streams.

max-text-summarizerIBM/MAX-Text-Summarizer

A TensorFlow-based model that generates text summaries using pointer-generator networks, deployable as a Docker container.

max-news-text-generatorIBM/MAX-News-Text-Generator

A TensorFlow-based model that generates English-language text similar to news articles from the One Billion Word Benchmark dataset.

max-image-colorizerIBM/MAX-Image-Colorizer

A TensorFlow-based GAN model that automatically adds color to black and white images.