Top 23 keras-tensorflow Open-Source Projects

• segmentation_models

  8 4,597 0.0 Python

  Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09

Also, I’d suggest considering switching to the segmentation-models library - it provides U-Net models with a variety of pretrained backbones of as encoders. The author also put out a PyTorch version. https://github.com/qubvel/segmentation_models.pytorch https://github.com/qubvel/segmentation_models

• machine-learning-articles

  5 3,073 4.1

  🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• InvoiceNet

  4 2,382 3.9 Python

  Deep neural network to extract intelligent information from invoice documents.

• labml

  23 1,863 9.8 Jupyter Notebook

  🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

  

• DenseDepth

  4 1,533 0.0 Jupyter Notebook

  High Quality Monocular Depth Estimation via Transfer Learning

• Face-Mask-Detection

  1 1,501 0.0 Jupyter Notebook

  Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras

• pytorch2keras

  2 846 0.0 Python

  PyTorch to Keras model convertor

Project mention: Help Needed: Converting PlantNet-300k Pretrained Model Weights from Tar to h5 Format Help | /r/learnpython | 2023-06-09

It's almost certainly a pickled pytorch model so you will first need to load it using pytorch and then write it out to h5 (legacy keras format) with https://github.com/gmalivenko/pytorch2keras.

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• GuitarLSTM

  1 346 0.0 Python

  Deep learning models for guitar amp/pedal emulation using LSTM with Keras.

• Mask-RCNN-TF2

  1 299 1.3 Python

  Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0

• TwitchCompilationCreator

  6 251 0.0 Python

  A fully automated system that transforms Twitch clips into gaming compilations

  

• VDCNN

  1 171 10.0 Python

  Implementation of Very Deep Convolutional Neural Network for Text Classification

• kafka-ml

  1 142 7.9 Python

  Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)

  

Project mention: What are your favorite tools or components in the Kafka ecosystem? | /r/apachekafka | 2023-05-31

For example, CLIs, UIs, monitoring tools / integrations, cluster administration, stream processing libraries (Flink, Kafka Streams, smaller / newer libs), etc? Anything in the ML / AI space (e.g. a quick Google search came up with https://github.com/ertis-research/kafka-ml).

• turtlebot3_ddpg_collision_avoidance

  1 88 4.0 C++

  Mapless Collision Avoidance of Turtlebot3 Mobile Robot Using DDPG and Prioritized Experience Replay

• coral-ordinal

  2 75 0.0 Python

  Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)

• NeuralNetworks

  4 65 0.0 Python

  Implementation of a Neural Network that can detect whether a video is in-game or not

  

• efficientnet-lite-keras

  1 38 0.0 Python

  Keras reimplementation of EfficientNet Lite.

• GLOM-TensorFlow

  4 36 0.0 Python

  An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data

• Deep-Learning-Push-Up-Counter

  1 26 1.8 Jupyter Notebook

  Deep Learning approach to count the number of repetitions in a video of push ups or pull ups.

• szabadfogasu-maszk

  1 18 0.0 Python

  A face mask detection system using Tensorflow/Keras and OpenCV, for the "<19 Szabadfogású Számítógép" competition in 2020.

• neuralfit

  1 17 10.0 Python

  🦖 A fast & simple neuro-evolution library for Python

  

• LTC-SUM

  1 17 3.2 Python

  Implementation of LTC-SUM: Lightweight Client-driven Personalized Video Summarization Framework Using 2D CNN

Project mention: LTC-Sum:Client-Driven Personalized Video Summarization Framework Using 2D CNN | news.ycombinator.com | 2023-05-10

• analytics-zoo

  1 9 4.9 Jupyter Notebook

  Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray

  

• pendulum_NN

  5 9 0.0 Python

  Train agents to balance an inverting pendulum

• SaaSHub

  www.saashub.com sponsored

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

keras-tensorflow related posts

• [P] NeuralFit now allows evolution of recurrent neural networks
  2 projects | /r/MachineLearning | 5 Feb 2023
• Turn your photo into Christmas ball. A bas-relief, not a lithophany, so no internal lightning is needed! My free programs 'Amazing STL Creator' are only at Prusa Printables
  1 project | /r/prusa3d | 17 Dec 2022
• I want to make an ai that plays games. I was wondering which programming language to use and resources to start from. Thanks in advance!
  2 projects | /r/learnmachinelearning | 20 Oct 2022
• [D] Why is Ordinal Regression so overlooked?
  2 projects | /r/MachineLearning | 16 Aug 2022
• How do amp sims work?
  2 projects | /r/DSP | 16 Oct 2021
• [P] EfficientNet-lite in Keras (functional API).
  2 projects | /r/MachineLearning | 3 Jul 2021
• I created a video about how you can train a neural network (in python) to learn complex image/video classification tasks (like in-game detection) using transfer learning! The GitHub repo is linked in the video description. Hope this is useful or helpful for some of you guys :-)
  1 project | /r/Python | 27 Jun 2021
• A note from our sponsor - SaaSHub
  www.saashub.com | 23 Apr 2024

  SaaSHub helps you find the best software and product alternatives Learn more →

Index

Sponsored

SaaSHub - Software Alternatives and Reviews

SaaSHub helps you find the best software and product alternatives

www.saashub.com