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: 13 May 2025

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: 26 Mar 2025

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: 14 May 2025

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: 10 Apr 2025

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: 15 May 2025

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: 13 May 2025

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: 15 May 2025

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: 28 Mar 2025

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: 20 Mar 2025

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: 27 Sep 2025

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: 15 May 2025

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: 16 May 2025

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: 10 Apr 2025

https://github.com/InFoCusp/tf_cnnvis

CNN visualization tool in TensorFlow

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

Last synced: 24 Mar 2025

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: 04 Apr 2025

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: 01 Apr 2025

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: 04 Apr 2025

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: 06 Apr 2025

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: 27 Mar 2025

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: 04 Apr 2025

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: 05 Apr 2025

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: 11 Apr 2025

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: 14 Oct 2025

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: 05 Apr 2025

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: 19 Jul 2025

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: 09 Apr 2025

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: 07 May 2025

https://github.com/anuragranj/spynet

Spatial Pyramid Network for Optical Flow

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

Last synced: 03 Apr 2025

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: 05 Apr 2025

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: 16 Jan 2026

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: 11 Feb 2026

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: 28 Mar 2025

https://github.com/cvjena/cn24

Convolutional (Patch) Networks for Semantic Segmentation

convolutional-networks deep-learning opencl segmentation

Last synced: 11 Jan 2026

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: 21 Aug 2025

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: 12 Apr 2025

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: 21 Jul 2025

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: 29 Jul 2025

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

Image colorization using CNNs in tensorflow

convolutional-networks image-colorization tensorflow

Last synced: 05 May 2025

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

Image colorization using CNNs in tensorflow

convolutional-networks image-colorization tensorflow

Last synced: 07 May 2025

https://github.com/allanyiin/trident

Make pytorch and tensorflow two become one.

convolutional-networks deep-learning neural-network pytorch tensorflow

Last synced: 09 Apr 2025

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: 30 Apr 2025

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: 22 Aug 2025

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

TensorFlow implementation of DispNet by Zhijian Jiang.

convolutional-networks dispnet-tensorflow stereo-vision tensorflow

Last synced: 15 May 2025

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: 19 Jul 2025

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: 24 Apr 2025

https://github.com/HongyangGao/LGCN

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

convolutional-networks graph

Last synced: 17 Apr 2025

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

In progress deployment of pose estimation.

art convolutional-networks fcns hacktoberfest hourglass paper

Last synced: 28 Apr 2025

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: 15 Aug 2025

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: 25 Jun 2025

https://github.com/rfonod/deepsleep2

😴 DeepSleep2 is a compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arousals from full-length multi-channel polysomnographic recordings at 5-millisecond resolution. Achieves similar performance to DeepSleep with lower computational cost.

cnn computational-efficiency convolutional-networks deep-learning encoder-decoder machine-learning medical-ai multichannel neural-networks physionet polysomnography pytorch segmentation sleep-analysis sleep-apnea sleep-arousals time-series u-net

Last synced: 01 Sep 2025

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: 15 Aug 2025

https://github.com/mhmohona/udacity-deeplearning-nanodegree-phase2

Out of ten thousand students in the Facebook PyTorch Scholarship Challenge, as one of the top 300 students from the first phase, PyTorch Scholarship Challenge from Facebook I have earned full scholarships to Udacity’s DLND program.

classify-images convolutional-networks deep-learning nanodegree pytorch pytorch-scholarship-challenge recurrent-neural-networks sentiment-analysis

Last synced: 14 Apr 2025

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: 03 Feb 2026

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: 19 Jul 2025

https://github.com/instadeepai/scaling-resnets

⚡️ A framework that investigates the scaling limit of ResNets and compares it to Neural ODEs. Tested on synthetic and standardized datasets. 📈

convolutional-networks deep-learning icml machine-learning neural-networks ordinary-differential-equations resnet scaling-algorithms stochastic-differential-equations

Last synced: 03 Nov 2025

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: 10 Aug 2025

https://github.com/zsxoff/neural-orthodontic-cephalometry

Convolutional networks detection in cephalometry based on TensorFlow

convolutional-networks deep-learning deep-neural-networks head-profile radiological-images tensorflow

Last synced: 25 Sep 2025

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: 12 Jul 2025

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: 13 Apr 2025

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: 16 Jul 2025

https://github.com/gustiks/neuralifting

Lossless Compression of Structured Convolutional Models via Lifting

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

Last synced: 29 Mar 2025

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: 15 Aug 2025

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: 13 May 2025

https://github.com/vincentstimper/afm-image-segmentation

Atomic Force Microscopy (AFM) images with DNA strands and nucleosome can be segmented by Fully Convolutional Neural Networks (FCN). This repository contains scripts to design, train and validate them.

afm afm-image-segmentation convolutional-networks fcn segmentation

Last synced: 21 Jul 2025