Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

https://github.com/milesial/Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

convolutional-networks convolutional-neural-networks deep-learning kaggle pytorch pytorch-unet semantic-segmentation tensorboard unet wandb weights-and-biases

Last synced: 03 Jul 2024

https://github.com/victorca25/traiNNer

traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

bsrgan cartoonization convolutional-neural-networks cyclegan deblurring denoising esrgan image-restoration pix2pix real-esrgan real-sr srflow super-resolution upscale

Last synced: 02 Jul 2024

https://github.com/ArunMichaelDsouza/tensorflow-image-detection

A generic image detection program that uses Google's Machine Learning library, Tensorflow and a pre-trained Deep Learning Convolutional Neural Network model called Inception.

convolutional-neural-networks deep-learning deep-neural-networks image-detection machine-learning tensorflow

Last synced: 02 Jul 2024

https://github.com/AILab-CVC/UniRepLKNet

[CVPR'24] UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition

architecture artificial-intelligence convolutional-neural-networks deep-learning multimodal-learning

Last synced: 02 Jul 2024

https://github.com/sail-sg/inceptionnext

InceptionNeXt: When Inception Meets ConvNeXt

convolutional-neural-networks

Last synced: 01 Jul 2024

https://github.com/SurajDonthi/Multi-Camera-Person-Re-Identification

State-of-the-art model for person re-identification in Multi-camera Multi-Target Tracking. Benchmarked on Market-1501 and DukeMTMTC-reID datasets.

computer-vision convolutional-neural-networks deep-learning dukemtmc-reid market-1501 mtmct multi-camera-tracking person-reidentification pytorch pytorch-lightning spatial-temporal

Last synced: 01 Jul 2024

https://github.com/suhangpro/mvcnn

Multi-view CNN (MVCNN) for shape recognition

computer-graphics computer-vision convolutional-neural-networks deep-learning

Last synced: 01 Jul 2024

https://github.com/TropComplique/mtcnn-pytorch

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

convolutional-neural-networks face-detection pytorch

Last synced: 01 Jul 2024

https://github.com/victorbadenas/SimpleOnnxInference

A simple c++ onnx application for inferencing images

convolutional-neural-networks deep-learning deep-neural-networks onnxruntime

Last synced: 01 Jul 2024

https://github.com/weinman/cnn_lstm_ctc_ocr

Tensorflow-based CNN+LSTM trained with CTC-loss for OCR

convolutional-neural-networks ctc lstm ocr tensorflow text-recognition

Last synced: 30 Jun 2024

https://github.com/philipxjm/Deep-Convolution-Stock-Technical-Analysis

Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock selections.

convolutional-neural-networks neural-network stock-market stock-price-prediction technical-analysis

Last synced: 28 Jun 2024

https://github.com/Bartzi/stn-ocr

Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition

convolutional-neural-networks deep-learning end-to-end mxnet semi-supervised-learning text-recognition

Last synced: 27 Jun 2024

https://github.com/dataplayer12/shavenet

Predict when you last shaved with machine learning

convolutional-neural-networks deep-learning just-for-fun not-serious shave

Last synced: 27 Jun 2024

https://github.com/NELSONZHAO/zhihu

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.

autoencoder convolutional-neural-networks deep-learning gan machine-translation natural-language-processing recurrent-neural-networks style-transfer tensorflow-examples

Last synced: 26 Jun 2024

https://github.com/deepmedic/deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans

convolutional-neural-networks deep-learning machine-learning medical-imaging neural-networks

Last synced: 25 Jun 2024

https://github.com/ajbrock/Neural-Photo-Editor

A simple interface for editing natural photos with generative neural networks.

computer-vision convolutional-neural-networks deep-learning gans interfaces machine-learning

Last synced: 25 Jun 2024

https://github.com/yu4u/convnet-drawer

Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions

convolutional-neural-networks deep-neural-networks keras python-pptx visualization

Last synced: 24 Jun 2024

https://github.com/geometalab/OSMDeepOD

OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "OSM-Crosswalk-Detection").

bing convolutional-neural-networks deep-learning image-detection image-segmentation machine-learning openstreetmap osm python tensorflow

Last synced: 24 Jun 2024

https://github.com/arberzela/EfficientNAS

Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search https://arxiv.org/abs/1807.06906

automl convolutional-neural-networks deep-learning image-classification neural-architecture-search pytorch

Last synced: 24 Jun 2024

https://github.com/Tencent/FeatherCNN

FeatherCNN is a high performance inference engine for convolutional neural networks.

android arm-neon caffe convolutional-neural-networks inference-engine ios

Last synced: 23 Jun 2024

https://xmartlabs.github.io/Bender/

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

apple convolutional-neural-networks deep-learning deep-neural-networks ios iphone machine-learning metal neural-networks residual-networks swift

Last synced: 22 Jun 2024

https://github.com/abdoelsayed2016/TNCR_Dataset

Deep learning, Convolutional neural networks, Image processing, Document processing, Table detection, Page object detection, Table classification. https://www.sciencedirect.com/science/article/pii/S0925231221018142

classification cnn convolutional-neural-networks deep-learning image-classification mmdetection object-detection object-recognition pytorch table table-detection table-recognition

Last synced: 22 Jun 2024

https://github.com/Eilene/spatio-temporal-paper-list

Spatio-temporal modeling 论文列表(主要是graph convolution相关)

convolutional-neural-networks graph spatio-temporal

Last synced: 20 Jun 2024

https://github.com/rrmina/fast-neural-style-pytorch

Fast Neural Style Transfer implementation in PyTorch :art: :art: :art:

convolutional-neural-networks neural-network pytorch style-transfer

Last synced: 16 Jun 2024

https://github.com/pedbrgs/Fire-Detection

Fire and smoke detection using spatial and temporal patterns.

convolutional-neural-networks dfire fire-detection smoke-detection yolo

Last synced: 15 Jun 2024

https://github.com/xN1ckuz/Crosswalks-Detection-using-YOLO

Crosswalks Detection using YOLO, project for Computer Vision and Machine Perception course at University of Basilicata, Computer Science and Engineering.

computer-vision convolutional-neural-networks crosswalk-detection crosswalks deep-learning detection-model neural-networks object-detection onnx onnx-models opencv pytorch yolo

Last synced: 15 Jun 2024

https://github.com/xslittlegrass/CarND-Vehicle-Detection

Vehicle detection using YOLO in Keras runs at 21FPS

bounding-boxes convolutional-neural-networks keras vehicle-detection yolo

Last synced: 15 Jun 2024

https://github.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars

🖍️ This project achieves some functions of image identification for Self-Driving Cars. First, use yolov5 for object detection. Second, image classification for traffic light and traffic sign. Furthermore, the GUI of this project makes it more user-friendly for users to realize the image identification for Self-Driving Cars.

computer-vision convolutional-neural-networks deep-learning deep-neural-networks dr droidcam python pytorch real-time-detection self-driving-car tensorflow tkinter tkinter-gui tkinter-python traffic-light-classification traffic-sign-classification webcam webcam-capture yolo yolov5

Last synced: 15 Jun 2024

https://github.com/Curt-Park/cs231n_assignments

[Assignments] CS231N: Convolutional Neural Networks for Visual Recognition (2016 & 2017)

convolutional-neural-networks image-captioning recurrent-neural-networks visual-recognition

Last synced: 15 Jun 2024

https://github.com/Kyubyong/sudoku

Can Neural Networks Crack Sudoku?

convolutional-neural-networks number puzzle sudoku

Last synced: 14 Jun 2024

https://github.com/bioinform/neusomatic

NeuSomatic: Deep convolutional neural networks for accurate somatic mutation detection

convolutional-neural-networks deep-learning genomics somatic-variants

Last synced: 13 Jun 2024

https://github.com/kumarshreshtha/image-registration-cnn

A pytorch implementation of CNN based MRI image registration based on Christodoulidis Stergios et al. "Linear and Deformable Image Registration with 3D Convolutional Neural Networks", 2018.

cnn convolutional-neural-networks deep-learning image-registration medical-imaging pytorch

Last synced: 12 Jun 2024

https://github.com/hsokooti/RegNet

Nonrigid image registration using multi-scale 3D convolutional neural networks

convolutional-neural-networks image-registration machine-learning medical-image-processing tensorflow

Last synced: 12 Jun 2024

https://github.com/YipengHu/label-reg

(This repo is no longer up-to-date. Any updates will be at https://github.com/DeepRegNet/DeepReg/) A demo of the re-factored label-driven registration code, based on "Weakly-supervised convolutional neural networks for multimodal image registration"

convolutional-neural-networks deep-learning image-guided-interventions medical-image-registration tensorflow weakly-supervised-learning

Last synced: 12 Jun 2024

https://github.com/Bartzi/visual-backprop-mxnet

Implementation of Visual Backprop for MXNet

convolutional-neural-networks deep-learning mxnet visualization

Last synced: 12 Jun 2024

https://github.com/TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

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.

artificial-intelligence aws capsule-network convolutional-neural-networks deep-learning ipython-notebook kaggle keras lua machine-learning matplotlib neural-network pandas python python-data pytorch scikit-learn tensorflow tensorflow-tutorials torch

Last synced: 11 Jun 2024

https://github.com/dipanjanS/practical-machine-learning-with-python

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.

classification clustering computer-vision convolutional-neural-networks deep-learning jupyter jupyter-notebook keras machine-learning natural-language-processing nltk notebook pandas prophet python scikit-learn spacy statsmodels tensorflow time-series-analysis

Last synced: 11 Jun 2024

https://github.com/wzh99/RealGes

SJTU CS386 Project: Real-time Dynamic Hand Gesture Recognition

computer-vision convolutional-neural-networks deep-learning gesture-recognition keras-tensorflow real-time

Last synced: 10 Jun 2024

https://github.com/DagnyT/hardnet

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

computer-vision convolutional-neural-networks deep-learning image-matching image-retrieval metric-learning nips-2017 pytorch

Last synced: 08 Jun 2024

https://github.com/HansBambel/SmaAt-UNet

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"

convolutional-neural-networks precipitation-nowcasting unet unet-pytorch weather-forecast

Last synced: 07 Jun 2024

https://github.com/rosdyana/CNN-Financial-Data

Deep Trading using Convolutional Neural Network

convolutional-neural-networks stock-market-prediction

Last synced: 06 Jun 2024

https://github.com/yu4u/noise2noise

An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"

convolutional-neural-networks deep-learning denoising keras noise2noise

Last synced: 06 Jun 2024

https://github.com/bloc97/FSSGI

Exploratory Project on Fast Screen Space Global Illumination

computer-graphics convolutional-neural-networks global-illumination machine-learning rendering-algorithms

Last synced: 05 Jun 2024

https://github.com/whitelok/image-text-localization-recognition

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

awesome convolutional-neural-networks deep-learning deep-learning-algorithms machine-learning ocr scene-texts text-detection text-extraction text-recognition

Last synced: 04 Jun 2024

https://github.com/Machine-Learning-Tokyo/DL-workshop-series

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

cnn-keras convolutional-neural-networks deep-learning keras workshop

Last synced: 31 May 2024

https://github.com/thibo73800/capsnet-traffic-sign-classifier

A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset

capsnet capsule-network capsules-net convolutional-neural-networks deep-learning neural-network tensorflow

Last synced: 31 May 2024

https://github.com/Microsoft/O-CNN

O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis

convolutional-neural-networks o-cnn octree

Last synced: 30 May 2024

https://github.com/aa-samad/conv_snn

Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper

cifar10 cnn convolutional-neural-networks deep-learning neuromorphic pytorch snn spatio-temporal-analysis

Last synced: 30 May 2024

https://github.com/AiAiHealthcare/ProjectAiAi

AiAi.care project is teaching computers to "see" chest X-rays and interpret them how a human Radiologist would. We are using 700,000 Chest X-Rays + Deep Learning to build an FDA 💊 approved, open-source screening tool for Tuberculosis and Lung Cancer. After an MRMC clinical trial, AiAi CAD will be distributed for free to emerging nations, charitable hospitals, and organizations like WHO 🌏 We will also release our pretrained models and weights as Medical Imagenet.

charity convolutional-neural-networks ct-scans cxr-lungs deep-learning dicom fda keras lung-cancer lung-cancer-detection postero-anterior pytorch radiologist radiology scikit-image teleradiology tensorflow tuberculosis x-ray

Last synced: 29 May 2024

https://github.com/xingyul/sparse-winograd-cnn

Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)

convolution convolutional-neural-networks network-pruning tensorflow winograd

Last synced: 28 May 2024

https://github.com/PaddlePaddle/InterpretDL

InterpretDL: Interpretation of Deep Learning Models,基于『飞桨』的模型可解释性算法库。

convolutional-neural-networks explanations grad-cam interpretation-algorithms lime model-interpretation nlp-models paddlepaddle smoothgrad vision-transformer visualizations

Last synced: 27 May 2024

https://github.com/insikk/Grad-CAM-tensorflow

tensorflow implementation of Grad-CAM (CNN visualization)

convolutional-neural-networks grad-cam gradcam machinelearning resnet tesnorflow vgg16 visualization

Last synced: 27 May 2024

https://github.com/fendouai/FaceRank

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

cnn-model convolutional-neural-networks dataset deep-learning face-recognition keras machine-learning tensorflow

Last synced: 26 May 2024

https://github.com/Erkaman/regl-cnn

Digit recognition with Convolutional Neural Networks in WebGL

cnn convolutional-neural-networks deep-learning demo digit-recognition glsl gpgpu gpu javascript regl webgl

Last synced: 26 May 2024

https://github.com/UCA-Datalab/nilm-thresholding

:warning: This repository is no longer actively maintained. It previously dealt with Non-Intrusive Load Monitoring (NILM), focusing on predicting household appliance status from aggregated power load data. We explored different thresholding methods and evaluated deep learning models for regression and classification tasks.

convolutional-neural-networks deep-learning domestic-appliances gru monitoring neural-network nilm nilm-algorithms pytorch recurrent-neural-networks tensorflow thresholding thresholding-methods

Last synced: 26 May 2024

https://github.com/simonfqy/PADME

This is the repository containing the source code for my Master's thesis research, about predicting drug-target interaction using deep learning.

cheminformatics convolutional-neural-networks deep-learning

Last synced: 25 May 2024

https://github.com/aiff22/DPED

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

computer-vision convolutional-neural-networks deep-learning dped gan generative-adversarial-networks image-enhancement image-processing

Last synced: 21 May 2024

https://github.com/richliao/textClassifier

Text classifier for Hierarchical Attention Networks for Document Classification

attention-mechanism convolutional-neural-networks hierarchical-attention-networks recurrent-neural-networks text-classification

Last synced: 21 May 2024

https://github.com/AsRaNi1/live-cctv

To detect any reasonable change in a live cctv to avoid large storage of data. Once, we notice a change, our goal would be track that object or person causing it. We would be using Computer vision concepts. Our major focus will be on Deep Learning and will try to add as many features in the process.

cctv cctv-cameras computer-vision convolutional-neural-networks cosine-similarity darknet deep-learning euclidean-distances frame-change-detection image-classification machine-learning motion-detection neural-network object-detection python yolo yolov3

Last synced: 21 May 2024