1022 Open Source Convolutional Neural Networks Software Projects
Free and open source convolutional neural networks code projects including engines, APIs, generators, and tools.
Brightmart Text_classification 6544 ⭐
all kinds of text classification models and more with deep learning
Darkflow 5678 ⭐
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
Tensorflow Book 4416 ⭐
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Tf Pose Estimation 3606 ⭐
Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.
Nelsonzhao Zhihu 2982 ⭐
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
T81_558_deep_learning 2920 ⭐
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
Artificial Intelligence Deep Learning Machine Learning Tutorials 2571 ⭐
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
Image Super Resolution 2176 ⭐
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
Neural Photo Editor 1965 ⭐
A simple interface for editing natural photos with generative neural networks.
Xmartlabs Bender 1691 ⭐
Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.
Turkce Yapay Zeka Kaynaklari 1671 ⭐
Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.
Dipanjans Practical Machine Learning With Python 1598 ⭐
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Deepgaze 1407 ⭐
Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.
Dped 1247 ⭐
Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks
Niftynet 1235 ⭐
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
Image Quality Assessment 1159 ⭐
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
Yu4u Age Gender Estimation 1124 ⭐
Keras implementation of a CNN network for age and gender estimation
Feathercnn 1082 ⭐
FeatherCNN is a high performance inference engine for convolutional neural networks.
Attention Gated Networks 1080 ⭐
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
Textclassifier 970 ⭐
Text classifier for Hierarchical Attention Networks for Document Classification
Big_transfer 907 ⭐
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
Minkowskiengine 1169 ⭐
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
Facerank 827 ⭐
FaceRank - Rank Face by CNN Model based on TensorFlow (add keras version). FaceRank-人脸打分基于 TensorFlow (新增 Keras 版本) 的 CNN 模型（QQ群：167122861）。技术支持：http://tensorflow123.com
Dl Workshop Series 820 ⭐
Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)
Cnnimageretrieval Pytorch 828 ⭐
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
Switchable Normalization 793 ⭐
Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779
Machine Learning Curriculum 753 ⭐
:computer: Make machines learn so that you don't have to struggle to program them; The ultimate list
Deepmedic 754 ⭐
Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans
Noise2noise 745 ⭐
An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"
Image Text Localization Recognition 732 ⭐
A general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源与实现合集 シーンテキストの位置認識と識別のための論文リソースの要約
3D Convolutional Speaker Recognition 673 ⭐
:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification
Pytorch Bayesiancnn 689 ⭐
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Pair Code Saliency 592 ⭐
TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques
Xnnpack 607 ⭐
High-efficiency floating-point neural network inference operators for mobile, server, and Web
Serengil Tensorflow 101 547 ⭐
TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow
Tracking With Darkflow 511 ⭐
Real-time people Multitracker using YOLO v2 and deep_sort with tensorflow
Convnet Drawer 499 ⭐
Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions
Mtcnn Pytorch 503 ⭐
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks
Trending Deep Learning 519 ⭐
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
Stn Ocr 466 ⭐
Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition
Sacmehta Espnet 451 ⭐
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
Vnet.pytorch 457 ⭐
A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation