Projects in Awesome Lists tagged with pytorch-cnn

https://github.com/sovrasov/flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

deep-neural-networks deeplearning flops-counter pytorch pytorch-cnn pytorch-utils transformer transformer-models

Last synced: 30 Sep 2024

https://github.com/fendouai/pytorchdocs

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

pytorch pytorch-cnn pytorch-gan pytorch-nlp pytorch-tutorial

Last synced: 30 Sep 2024

https://github.com/fendouai/PyTorchDocs

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

pytorch pytorch-cnn pytorch-gan pytorch-nlp pytorch-tutorial

Last synced: 03 Aug 2024

https://github.com/kumar-shridhar/pytorch-bayesiancnn

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

aleatoric-uncertainties bayes bayes-by-backprop bayesian-convnets bayesian-deep-learning bayesian-inference bayesian-network bayesian-networks bayesian-neural-networks bayesian-statistics convolutional-neural-networks image-recognition python pytorch pytorch-cnn variational-bayes variational-inference

Last synced: 30 Sep 2024

https://github.com/kumar-shridhar/PyTorch-BayesianCNN

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

aleatoric-uncertainties bayes bayes-by-backprop bayesian-convnets bayesian-deep-learning bayesian-inference bayesian-network bayesian-networks bayesian-neural-networks bayesian-statistics convolutional-neural-networks image-recognition python pytorch pytorch-cnn variational-bayes variational-inference

Last synced: 31 Jul 2024

https://github.com/mic-dkfz/medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

3d-mask-rcnn 3d-models 3d-object-detection deep-learning deep-neural-networks detection mask-rcnn medical-image-analysis medical-image-computing medical-image-processing medical-imaging object-detection pytorch-cnn pytorch-deeplearning pytorch-implementation retina-net retina-unet segmentation semantic-segmentation u-net

Last synced: 01 Oct 2024

https://github.com/MIC-DKFZ/medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

3d-mask-rcnn 3d-models 3d-object-detection deep-learning deep-neural-networks detection mask-rcnn medical-image-analysis medical-image-computing medical-image-processing medical-imaging object-detection pytorch-cnn pytorch-deeplearning pytorch-implementation retina-net retina-unet segmentation semantic-segmentation u-net

Last synced: 03 Aug 2024

https://github.com/benedekrozemberczki/MixHop-and-N-GCN

An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).

convolutional convolutional-layers convolutional-neural-networks deep-learning deepwalk gcn graph-attention graph-attention-networks graph-convolution graph-representation-learning machine-learning mixhop multi-scale ngcn node2vec pytorch pytorch-cnn tensorflow walklet walklets

Last synced: 01 Aug 2024

https://github.com/skyduy/CNN_keras

CNN | Keras/PyTorch | CAPTCHA recognition（卷积神经网络、Keras/PyTorch框架、验证码识别）

captcha cnn-keras machine-learning multilabel-classification pytorch-cnn

Last synced: 03 Aug 2024

https://github.com/mic-dkfz/trixi

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

deep-learning deep-neural-networks deep-reinforcement-learning deeplearning example experiment experiment-infrastructure logging machine-learning python-3 python3 pytorch pytorch-cnn pytorch-visualization segmentation trixi u-net visdom visdom-logger visualization

Last synced: 30 Sep 2024

https://github.com/MarkoArsenovic/DeepLearning_PlantDiseases

Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.

cnn-classification deep-learning deep-learning-cnn deep-learning-visualization occlusion pytorch pytorch-classification pytorch-cnn pytorch-cnn-classification pytorch-models pytorch-transfer-learning pytorch-visualization

Last synced: 01 Aug 2024

https://github.com/MIC-DKFZ/trixi

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

deep-learning deep-neural-networks deep-reinforcement-learning deeplearning example experiment experiment-infrastructure logging machine-learning python-3 python3 pytorch pytorch-cnn pytorch-visualization segmentation trixi u-net visdom visdom-logger visualization

Last synced: 03 Aug 2024

https://github.com/enochkan/torch-metrics

Metrics for model evaluation in pytorch

computer-vision deep-learning machine-learning metrics pytorch pytorch-cnn pytorch-implementation torch-metrics

Last synced: 03 Aug 2024

https://github.com/hellloxiaotian/cfsrcnn

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

cascaded-refinement-networks cnn cnn-pytorch deep-learning deep-networks deep-neural-networks high-resolution image-processing low-level-vision low-resolution python2 python27 pytorch pytorch-cnn super-resolution

Last synced: 01 Oct 2024

https://github.com/hellloxiaotian/acnet

Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

blind-super-resolution cnn cnn-pytorch deep-learning deep-network deep-neural-networks image-processing low-level-vision python2 python27 pytorch pytorch-cnn super-resolution

Last synced: 01 Oct 2024

https://github.com/deepsense-ai/Keras-PyTorch-AvP-transfer-learning

We pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!

alien keras keras-classification-models keras-models keras-neural-networks keras-tutorials predator pytorch pytorch-cnn pytorch-implementation pytorch-tutorial pytorch-tutorials

Last synced: 07 Aug 2024

https://github.com/aditya30394/person-re-identification

Person re-identification, a tool used in intelligent video surveillance, is the task of correctly identifying individuals across multiple images captured under varied scenarios from multiple cameras. Solving this problem is inherently a challenging one because of the issues posed to it by low resolution images, illumination changes per image, unconstrained pose and occlusions.

deep-learning deep-neural-networks machine-learning person-re-identification person-reidentification python pytorch pytorch-cnn pytorch-gan

Last synced: 01 Oct 2024

https://github.com/kunalg98/self-driving-car

Self Diving Car Game using Pytorch and Kivy framework in Python

artificial-intelligence artificial-neural-network deep-qlearning-algorithm deeplearning kivy-framework pytorch-cnn reinforcement-learning

Last synced: 30 Sep 2024

https://github.com/omanshu209/pokevinci-ai

This is a Python - based application (pokedex) that allows users to search for information about different Pokemons. It also has an AI which.........

ai classification classifier gui kivy kivy-framework kivymd pokeapi pokeapi-pokedex pokedex pokemon pokemon-classification python3 pytorch pytorch-cnn resnet resnet-18

Last synced: 26 Sep 2024

https://github.com/plandes/deeplearn

General deep learning tools

bilstm-crf convolutional-neural-networks crf deep-learning pypi pypi-link pytorch pytorch-cnn utility vectorized-features

Last synced: 27 Sep 2024

https://github.com/Lplenka/PyTorch-Tutorial

Repo to learn pytorch

pytorch-cnn pytorch-implmention pytorch-tutorial

Last synced: 03 Aug 2024

https://github.com/akaqox/unet-segmentation-with-docker

U-Net segmentation algorithm with options of pretrained resnet34 and resnet50 encoders. All of the project dockerized with gpu suppport on anaconda environment with multiple loss support..

docker docker-container docker-image dockerfile image-processing image-segmentation leaf-disease-classification multiple-loss-function preprocessing python pytorch pytorch-cnn resnet resnet34 resnet50 unet unet-image-segmentation unet-pytorch

Last synced: 01 Oct 2024

https://github.com/auriopinto/thesis

Research-based paper presented as the final empirical study of my bachelor degree.

expo-cli machine-learning python pytorch pytorch-cnn qrcode qrcode-generator tensorflow-models tongji-university

Last synced: 26 Sep 2024

https://github.com/kunalshelke90/intel_image_classification

The solution involves using computer vision and a custom PyTorch-based object detection network to identify different types of apparel from images, with an API for predictions, dockerized and deployed on AWS.

docker flask python pytorch pytorch-cnn

Last synced: 01 Oct 2024

https://github.com/dejanbatanjac/basicai

Set of Python classes for solving basic AI problems.

machine-learning pytorch pytorch-cnn

Last synced: 30 Sep 2024