Projects in Awesome Lists tagged with convolutional-networks

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: 30 Oct 2024

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: 16 Dec 2024

https://github.com/thtrieu/darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

convolutional-networks convolutional-neural-networks darknet deep-learning deep-neural-networks graph image-processing machine-learning mobile-development object-detection real-time tensorflow

Last synced: 18 Dec 2024

https://github.com/udacity/deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

convolutional-networks deep-learning neural-network pytorch recurrent-networks sentiment-analysis style-transfer

Last synced: 18 Dec 2024

https://github.com/quark0/darts

Differentiable architecture search for convolutional and recurrent networks

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

Last synced: 20 Dec 2024

https://github.com/towhee-io/towhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

computer-vision convolutional-networks embedding-vectors embeddings feature-extraction feature-vector image-processing image-retrieval llm machine-learning milvus pipeline towhee transformer unstructured-data video-processing vision-transformer vit

Last synced: 16 Dec 2024

https://github.com/kupynorest/deblurgan

Image Deblurring using Generative Adversarial Networks

blurry-images computer-vision convolutional-networks convolutional-neural-networks deblurring deep-learning gan image-manipulation image-processing image-to-image-translation neural-network paper pix2pix pytorch

Last synced: 20 Dec 2024

https://github.com/KupynOrest/DeblurGAN

Image Deblurring using Generative Adversarial Networks

blurry-images computer-vision convolutional-networks convolutional-neural-networks deblurring deep-learning gan image-manipulation image-processing image-to-image-translation neural-network paper pix2pix pytorch

Last synced: 31 Oct 2024

https://github.com/666DZY666/micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

batch-normalization-fuse bnn convolutional-networks dorefa group-convolution integer-arithmetic-only model-compression network-in-network network-slimming neuromorphic-computing onnx post-training-quantization pruning pytorch quantization quantization-aware-training tensorrt tensorrt-int8-python twn xnor-net

Last synced: 28 Oct 2024

https://github.com/wkentaro/pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

computer-vision convolutional-networks deep-learning fcn fcn8s pytorch semantic-segmentation

Last synced: 25 Sep 2024

https://github.com/experiencor/keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

convolutional-networks deep-learning realtime regression yolo2

Last synced: 21 Dec 2024

https://github.com/bentrevett/pytorch-image-classification

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

alexnet cnn convolutional-networks convolutional-neural-network convolutional-neural-networks image-classification lenet pytorch pytorch-cnn pytorch-implementation pytorch-implmention pytorch-tutorial pytorch-tutorials resnet torchvision tutorial vgg

Last synced: 18 Dec 2024

https://github.com/InFoCusp/tf_cnnvis

CNN visualization tool in TensorFlow

cnn convolutional-networks convolutional-neural-networks deepdream tensorboard tensorflow visualization

Last synced: 28 Oct 2024

https://github.com/ducha-aiki/caffenet-benchmark

Evaluation of the CNN design choices performance on ImageNet-2012.

activations architecture batch-size benchmark caffe caffenet convolutional-networks convolutional-neural-networks dataset imagenet lr-policy relu

Last synced: 21 Dec 2024

https://github.com/cauchyturing/UCR_Time_Series_Classification_Deep_Learning_Baseline

Fully Convlutional Neural Networks for state-of-the-art time series classification

convolutional-networks deep-learning time-series

Last synced: 02 Nov 2024

https://github.com/tobybreckon/fire-detection-cnn

real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)

cnn-architecture cnn-for-visual-recognition computer-vision convolutional-networks convolutional-neural-networks deep-learning deep-learning-algorithms deep-neural-networks fire-detection fire-detector firenet inceptionv1-onfire machine-learning network-architecture object-detection robot-vision superpixel-segment superpixels tensorflow tensorflow-examples

Last synced: 21 Dec 2024

https://github.com/experiencor/self-driving-toy-car

A self driving toy car using end-to-end learning

cnn-keras convolutional-networks deep-learning machine-learning raspberry-pi self-driving-car servo

Last synced: 16 Dec 2024

https://github.com/hurshd0/must-read-papers-for-ml

Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

convolutional-networks data-analysis data-science deep-learning exploratory-data-analysis generalized-additive-models machine-learning neural-networks papers recommender-system recurrent-neural-networks rnn-lstm

Last synced: 07 Nov 2024

https://github.com/francescosaveriozuppichini/glasses

High-quality Neural Networks for Computer Vision 😎

classification computer-vision convolutional-networks deep-learning deep-neural-networks machine-learning neural-network pretrained-models pytorch

Last synced: 20 Dec 2024

https://github.com/FrancescoSaverioZuppichini/glasses

High-quality Neural Networks for Computer Vision 😎

classification computer-vision convolutional-networks deep-learning deep-neural-networks machine-learning neural-network pretrained-models pytorch

Last synced: 30 Oct 2024

https://github.com/ethanhe42/u-net

U-Net: Convolutional Networks for Biomedical Image Segmentation

convolutional-networks convolutional-neural-networks deep-learning deep-neural-networks image-segmentation keras medical-imaging python tensorflow unet

Last synced: 15 Dec 2024

https://github.com/adicherlavenkatasai/ml-workspace

Machine Learning (Beginners Hub), information(courses, books, cheat sheets, live sessions) related to machine learning, data science and python is available

cheat-sheets convolutional-networks data-science deep-learning deep-neural-networks gans harvard-edx interview-questions machine-learning python

Last synced: 31 Oct 2024

https://github.com/skcript/tensorflow-resources

Curated Tensorflow code resources to help you get started with Deep Learning.

ai artificial-neural-networks classification convolutional-networks deep-learning machine-learning prediction regression tensorflow tensorflow-examples tensorflow-resources

Last synced: 17 Dec 2024

https://github.com/naszilla/naszilla

Naszilla is a Python library for neural architecture search (NAS)

automl bananas cifar10 convolutional-networks convolutional-neural-networks deep-learning meta-neural-network nas-algorithms neural-architecture-search pytorch tensorflow

Last synced: 15 Dec 2024

https://github.com/hoangcuong2011/Good-Papers

I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers

computer-vision convolutional-networks deep-kernel-learning deep-learning gaussian-processes kernel-learning machine-learning natural-language-processing neural-machine-translation neural-network representation-learning semi-supervised-learning variational-autoencoders variational-inference

Last synced: 27 Nov 2024

https://github.com/ducha-aiki/affnet

Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"

affine-shape-estimator computer-vision convolutional-networks convolutional-neural-networks deep-learning hessian image-matching image-retrieval local-features pytorch

Last synced: 17 Dec 2024

https://github.com/ImagingLab/Colorizing-with-GANs

Grayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400

colorization convolutional-networks deep-learning gans generative-adversarial-network

Last synced: 14 Nov 2024

https://github.com/anuragranj/spynet

Spatial Pyramid Network for Optical Flow

convolutional-networks deep-learning optical-flow spatial-pyramid-network spynet

Last synced: 05 Nov 2024

https://github.com/wkentaro/fcn

Chainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

chainer computer-vision convolutional-networks deep-learning fcn fcn8s segmentation semantic-segmentation

Last synced: 21 Dec 2024

https://github.com/richzhang/antialiased-cnns

Repository has been moved: https://github.com/adobe/antialiased-cnns

convolutional-networks convolutional-neural-networks deep-learning icml-2019 shift-equivariant shift-invariant

Last synced: 17 Nov 2024

https://github.com/dataxujing/cnn-paper2

:art: :art: 深度学习卷积神经网络教程：图像识别，目标检测，语义分割，实例分割，人脸识别，神经风格转换，GAN等:art::art: https://dataxujing.github.io/CNN-paper2/

arxiv cnn convolutional-networks cv deep-neural-networks deeplearning detection face-detection gans iccv-arxiv object-detection segmentation

Last synced: 17 Dec 2024

https://github.com/shawnyuen/semantic_seg_paper_collection

convolutional-networks deep-learning fully-convolutional-networks image-segmentation instance-segmentation interactive-segmentation machine-learning neural-networks object-segmentation panoptic-segmentation promptable-segmentation semantic-segmentation video-segmentation

Last synced: 31 Oct 2024

https://github.com/cvjena/cn24

Convolutional (Patch) Networks for Semantic Segmentation

convolutional-networks deep-learning opencl segmentation

Last synced: 26 Oct 2024

https://github.com/ducha-aiki/lsuvinit

Reference caffe implementation of LSUV initialization

caffe convolutional-networks convolutional-neural-networks deep-learning initialization lsuv lsuv-initialization

Last synced: 20 Dec 2024

https://github.com/shuowang-ai/GeniePath-pytorch

This is a PyTorch implementation of the GeniePath model in <GeniePath: Graph Neural Networks with Adaptive Receptive Paths> (https://arxiv.org/abs/1802.00910)

convolutional-networks gat gcn gnn graph-network graph-neural-network pyg

Last synced: 28 Nov 2024

https://github.com/guanyingc/ps-fcn

Learning Based Calibrated Photometric Stereo for Non-Lambertian Surface (ECCV 2018)

convolutional-networks non-lambertian photometric-stereo pytorch

Last synced: 15 Dec 2024

https://github.com/thtrieu/essence

AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.

auto-differentiation cartpole computational-graphs convolutional-networks convolutional-neural-networks deep-learning deep-q-network dropout lenet lstm lstm-model machine-learning mnist neural-turing-machines question-answering recurrent-neural-networks reinforcement-learning

Last synced: 09 Nov 2024

https://github.com/allanyiin/trident

Make pytorch and tensorflow two become one.

convolutional-networks deep-learning neural-network pytorch tensorflow

Last synced: 07 Dec 2024

https://github.com/shekkizh/Colorization.tensorflow

Image colorization using CNNs in tensorflow

convolutional-networks image-colorization tensorflow

Last synced: 14 Nov 2024

https://github.com/shekkizh/colorization.tensorflow

Image colorization using CNNs in tensorflow

convolutional-networks image-colorization tensorflow

Last synced: 13 Nov 2024

https://github.com/ducha-aiki/lsuv-keras

Simple implementation of the LSUV initialization in keras

convolutional-networks convolutional-neural-networks deeplearning initialization keras lsuv lsuv-initialization

Last synced: 22 Oct 2024

https://github.com/ducha-aiki/lsuv-pytorch

Simple implementation of the LSUV initialization in PyTorch

cnn convolutional-networks convolutional-neural-networks deeplearning initialization lsuv lsuv-initialization pytorch

Last synced: 09 Nov 2024

https://github.com/ZhijianJiang/DispNet-TensorFlow

TensorFlow implementation of DispNet by Zhijian Jiang.

convolutional-networks dispnet-tensorflow stereo-vision tensorflow

Last synced: 19 Nov 2024

https://github.com/ajaybhat/Tensorflow-For-Beginners

Introduction to deep learning with Tensorflow.

anaconda cnn convolutional-networks convolutional-neural-networks covnet-image-classifier deep-learning deep-neural-networks image-classification neural-network neural-networks python tensorflow tutorial

Last synced: 10 Nov 2024

https://github.com/MrinmoiHossain/Udacity-Deep-Learning-Nanodegree

The course is contained knowledge that are useful to work on deep learning as an engineer. Simple neural networks & training, CNN, Autoencoders and feature extraction, Transfer learning, RNN, LSTM, NLP, Data augmentation, GANs, Hyperparameter tuning, Model deployment and serving are included in the course.

convolutional-networks convolutional-neural-networks deep-learning gans generative-adversarial-network long-short-term-memory-models lstms machine-learning nanodegree neural-network nlp pytorch recurrent-neural-networks rnn sentiment-analysis style-transfer transfer-learning udacity udacity-nanodegree

Last synced: 27 Nov 2024

https://github.com/HongyangGao/LGCN

Tensorflow Implementation of Large-Scale Learnable Graph Convolutional Networks (LGCN) KDD18

convolutional-networks graph

Last synced: 08 Nov 2024

https://github.com/shivamsouravjha/pose-estimators

In progress deployment of pose estimation.

art convolutional-networks fcns hacktoberfest hourglass paper

Last synced: 11 Nov 2024

https://github.com/ssusnic/machine-learning-doodle-recognition

A project on making a game like Quick Draw using Machine Learning with Convolutional Neural Network.

artificial-intelligence artificial-neural-networks classification classifier computer-vision computervision convolutional-networks convolutional-neural-networks deep-learning deeplearning doodle-recognizer image-classification image-recognition machine-learning machinelearning neural-network recognition tensorflow tensorflow-tutorials tensorflowjs

Last synced: 07 Nov 2024

https://github.com/yearing1017/paper_note

📚 记录一些自己读过的论文与笔记

convolutional-networks image-segmentation paper

Last synced: 03 Dec 2024

https://github.com/michaelmendoza/learning-tensorflow

Simple Tensorflow tutorials for learning by example

cifar10 convolutional-networks deep-learning example fft fourier-transform keras keras-tensorflow keras-tutorials learning-algorithms learning-tensorflow mnist-classification neural-network python segmentation tensorflow tensorflow-tutorial tensorflow2 tutorial unet

Last synced: 13 Oct 2024

https://github.com/darienmt/carnd-semantic-segmentation-p2

Udacity Self-Driving Car Nanodegree - Semantic Segmentation Project

convolutional-networks deep-learning deep-neural-networks fully-convolutional-networks python self-driving-car semantic-segmentation tensorflow udacity udacity-self-driving-car

Last synced: 16 Dec 2024

https://github.com/zainnasrullah/computer-vision-deep-learning-intro-papers

Collection of annotated papers (from ML in CV) for reference.

atrous-convolution computer-vision convolutional-networks csc2548 deep-learning image-classification neural-network paper resolution segmentation uoft

Last synced: 20 Dec 2024

https://github.com/dibsonthis/SimpleFilter

Python module for image convolution and ML classification.

classification classifier convolution convolutional-layers convolutional-networks filter filters kernel kernel-module machine-learning machine-learning-library python simplefilter

Last synced: 27 Nov 2024

https://github.com/gaborvecsei/variational-autoencoder

Variational-Autoencoder w/ Convolutional Layers

cnn convolutional-networks convolutional-neural-networks deep-learning image-reconstruction keras machine-learning python research tensorflow vae variational-autoencoder

Last synced: 07 Nov 2024

https://github.com/alex-lechner/pytorch-ssd

Single Shot Multibox Detector trained with the PyTorch library. The code is a modified version from the original "ssd.pytorch" repository by Max deGroot & Ellis Brown.

convolutional-networks convolutional-neural-networks neural-networks object-detection opencv pytorch pytorch-ssd ssd-model torch

Last synced: 22 Nov 2024

https://github.com/gustiks/neuralifting

Lossless Compression of Structured Convolutional Models via Lifting

convolutional-networks deep-learning lifted-inference relational-learning

Last synced: 20 Oct 2024

https://github.com/floriancassayre/deeplearningutil

A toy library written in Java to better understand Artificial Neural Networks.

convolutional-networks deep-learning machine-learning multilayer-perceptron neural-network

Last synced: 06 Nov 2024

https://github.com/chen0040/keras-image-captioning

Image captioning using recurrent network and convolutional network in Keras

convolutional-networks image-captioning keras pokemon recurrent-neural-networks

Last synced: 16 Dec 2024

https://github.com/sfikas/zah

An image descriptor, suitable for keyword spotting, that is computed as a function of Convolutional Neural Network intermediate layer responses. Implemented in MATLAB.

convolutional-networks keyword-spotting matconvnet neural-networks

Last synced: 14 Nov 2024