convolutional-networks · GitHub Topics

#计算机科学#PyTorch implementation of the U-Net for image semantic segmentation with high quality images

翻译 - U-Net的PyTorch实现，用于高质量图像的图像语义分割

PyTorch unet pytorch-unet semantic-segmentation convolutional-networks kaggle tensorboard wandb weights-and-biases 深度学习 convolutional-neural-networks

Python 9.78 k

7 个月前

thtrieu / darkflow

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

翻译 - 将Darknet转换为张量流。加载经过训练的权重，使用张量流进行再训练/微调，将常量图形def导出到移动设备

Tensorflow graph darknet 深度学习深度神经网络 convolutional-neural-networks convolutional-networks 图像处理 object-detection 机器学习 real-time mobile-development

Python 6.14 k

1 年前

udacity / deep-learning-v2-pytorch

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

翻译 - 最新的深度学习与计划的项目和练习https://www.udacity.com/course/deep-learning-nanodegree--nd101

深度学习神经网络 convolutional-networks PyTorch recurrent-networks style-transfer sentiment-analysis

Jupyter Notebook 5.37 k

2 年前

quark0 / darts

#计算机科学#Differentiable architecture search for convolutional and recurrent networks

翻译 - 卷积和递归网络的可微体系结构搜索

深度学习 automl image-classification language-modeling PyTorch convolutional-networks recurrent-networks neural-architecture-search

Python 3.94 k

4 年前

towhee-io / towhee

#大语言模型#Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

机器学习 convolutional-networks embedding-vectors embeddings 机器视觉图像处理 video-processing feature-extraction image-retrieval unstructured-data feature-vector transformer milvus vision-transformer vit pipeline 大语言模型

Python 3.32 k

5 个月前

KupynOrest / DeblurGAN

#计算机科学#Image Deblurring using Generative Adversarial Networks

深度学习 Generative Adversarial Network 图像处理 image-manipulation 神经网络 convolutional-neural-networks convolutional-networks 机器视觉 image-to-image-translation PyTorch Bukkit pix2pix

Python 2.57 k

5 年前

TrustAGI-Lab / Awesome-Graph-Neural-Networks

#计算机科学#Paper Lists for Graph Neural Networks

convolutional-networks 深度学习

2.24 k

1 年前

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-Ari...

翻译 - 基于pytorch的模型压缩（1，量化：8/4 / 2bits（dorefa），三进制/二进制值（twn / bnn / xnornet）； 2，修剪：常规，常规和组卷积通道修剪； 3，组卷积结构； 4，特征（A）的二进制值的分批归一化折叠）

quantization pruning dorefa twn bnn xnor-net PyTorch model-compression group-convolution convolutional-networks quantization-aware-training post-training-quantization tensorrt onnx

Python 2.23 k

3 年前

wkentaro / pytorch-fcn

#计算机科学#PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

翻译 - 完全卷积网络的PyTorch实现。（可提供重现原始结果的训练代码。）

PyTorch 机器视觉深度学习 semantic-segmentation convolutional-networks fcn fcn8s

Python 1.76 k

2 年前

experiencor / keras-yolo2

#计算机科学#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 深度学习 realtime regression

Jupyter Notebook 1.73 k

2 年前

hurshd0 / must-read-papers-for-ml

#计算机科学#Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

深度学习机器学习数据科学 papers neural-networks convolutional-networks recurrent-neural-networks recommender-system exploratory-data-analysis 数据分析

1.11 k

1 年前

bentrevett / pytorch-image-classification

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

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

Jupyter Notebook 1.01 k

3 年前

implus / PytorchInsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

翻译 - pytorch库，具有最新的架构，预训练的模型和实时更新的结果

PyTorch classification detection state-of-the-art pretrained-models sknet senet gcnet cbam bam cnn tricks shufflenetv2 convolutional-networks

Python 863

4 年前

infocusp / tf_cnnvis

CNN visualization tool in TensorFlow

Tensorflow tensorboard convolutional-neural-networks cnn 可视化 convolutional-networks

Python 777

6 年前

ducha-aiki / caffenet-benchmark

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

convolutional-neural-networks convolutional-networks architecture relu caffe benchmark dataset imagenet

Jupyter Notebook 741

8 年前

cauchyturing / UCR_Time_Series_Classification_Deep_Learning_Baseline

#计算机科学#Fully Convlutional Neural Networks for state-of-the-art time series classification

time-series 深度学习 convolutional-networks

Python 683

6 年前

tobybreckon / fire-detection-cnn

#计算机科学#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)

机器学习机器视觉 object-detection 深度学习深度神经网络 convolutional-neural-networks convolutional-networks Tensorflow network-architecture

Python 549

4 年前

experiencor / self-driving-toy-car

#计算机科学#A self driving toy car using end-to-end learning

树莓派 cnn-keras 深度学习机器学习 servo self-driving-car convolutional-networks

Jupyter Notebook 517

8 年前