A list of popular github projects related to deep learning
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A curated list of project tutorials for project-based learning.
- project-based-learning
- web-development
- game-development
- mobile-development
A flexible, high-performance serving system for machine learning models
TranslatedTensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0 version introductory example code and hands-on tutorials.
- tensorflow
- tensorflow-examples
- tensorflow-tutorials
- tensorflow-2
TensorFlow documentation
- tensorflow
- tensorflow-tutorials
- tensorflow-examples
- documentation
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
- python
- ai
- data-science
- data-visualization
High Performance Chinese License Plate Recognition Framework.
- deep-learning
- plate-recognition
- android
- cpp
Setup and customize deep learning environment in seconds.
- deep-learning
- jupyter
- lasagne
- caffe
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
Code for Tensorflow Machine Learning Cookbook
- tensorflow
- tensorflow-cookbook
- linear-regression
- neural-network
Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes
- knative
- machine-learning
- model-interpretability
- model-serving
XLNet: Generalized Autoregressive Pretraining for Language Understanding
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
- tensorflow
- graph
- darknet
- deep-learning
Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020)
Simple tutorials using Google's TensorFlow Framework
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
- deep-learning
- deep-neural-networks
- tensorflow
- tensorflow2
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
- cntk
- visualization
- tensorflow
- model-converter
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
- fast-data-pipeline
- image-augmentation
- data-augmentation
- image-processing
Blendshape and kinematics calculator for Mediapipe/Tensorflow.js Face, Eyes, Pose, and Finger tracking models.
- vtuber
- mediapipe-facemesh
- mediapipe-pose
- mediapipe-hands
T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis
Convolutional Neural Network for Text Classification in Tensorflow
From the basics to slightly more interesting applications of Tensorflow
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
- mlops
- machine-learning
- data-science
- production-ready
High-performance TensorFlow library for quantitative finance.