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223 search results found

Deeplearning Models ⭐ 16,142

A collection of various deep learning architectures, models, and tips

Simclr ⭐ 3,525

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

Simplified Deeplearning ⭐ 2,380

Simplified implementations of deep learning related works

Simclr ⭐ 1,745

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Pytorch Faster Rcnn ⭐ 1,659

pytorch1.0 updated. Support cpu test and demo. (Use detectron2, it's a masterpiece)

Attention Transfer ⭐ 1,120

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

Light_head_rcnn ⭐ 854

Light-Head R-CNN

Pytorch Segmentation Detection ⭐ 720

Image Segmentation and Object Detection in Pytorch

Keras Idiomatic Programmer ⭐ 705

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

Diracnets ⭐ 582

Training Very Deep Neural Networks Without Skip-Connections

Detectorch ⭐ 567

Detectorch - detectron for PyTorch

Functional Zoo ⭐ 557

PyTorch and Tensorflow functional model definitions

Dogs_vs_cats ⭐ 549

Tf Tutorials ⭐ 526

A collection of deep learning tutorials using Tensorflow and Python

Pytorchnethub ⭐ 519

项目注释+论文复现+算法竞赛+Pytorch实践

Video Classification ⭐ 498

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

Pytorch Image Classification ⭐ 475

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

Efficient Learning of Augmentation Policy Schedules

Epipolarpose ⭐ 366

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)

[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

Tianchi Medical Lungtumordetect ⭐ 286

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

Traffic Sign Detection ⭐ 236

Traffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".

Fusenet ⭐ 233

Deep fusion project of deeply-fused nets, and the study on the connection to ensembling

Grad Cam Tensorflow ⭐ 228

tensorflow implementation of Grad-CAM (CNN visualization)

Oriented Response Networks, in CVPR 2017

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Py R Fcn Multigpu ⭐ 191

Code for training py-faster-rcnn and py-R-FCN on multiple GPUs in caffe

Efficient Neural Network Bilibili ⭐ 158

B站Efficient-Neural-Network学习分享的配套代码

Keraspersonlab ⭐ 147

Keras-tensorflow implementation of PersonLab (https://arxiv.org/abs/1803.08225)

Pytorch ⭐ 145

Deep Learning Zero to All - Pytorch

Pytorch Tiny Imagenet ⭐ 140

pytorch-tiny-imagenet

Cvpr18 Inaturalist Transfer ⭐ 139

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018

3 Min Pytorch ⭐ 135

<펭귄브로의 3분 딥러닝, 파이토치맛> 예제 코드

Nn_calibration ⭐ 133

Calibration of Convolutional Neural Networks

Ai_paper_review ⭐ 128

까먹으면 다시 보려고 정리합니다.

Pytorch Image Classification ⭐ 124

用于pytorch的图像分类，包含多种模型方法，比如AlexNet，VGG，GoogleNet，Re

Synaptic Flow ⭐ 122

Seqface ⭐ 115

SeqFace : Making full use of sequence information for face recognition

Ukbiobank_deep_pretrain ⭐ 104

Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.

Pytorch Implementation of Unifying Deep Local and Global Features for Image Search (DELG)

Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.

Spectralnormalizationkeras ⭐ 86

Spectral Normalization for Keras Dense and Convolution Layers

Simsiam Tf ⭐ 86

Minimal implementation of SimSiam (https://arxiv.org/abs/2011.10566) in TensorFlow 2.

Xtreme Vision ⭐ 76

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

keras implementation of PSENET

Pytorch Deepdream ⭐ 73

PyTorch implementation of DeepDream algorithm (Mordvintsev et al.). Additionally I've included playground.py to help you better understand basic concepts behind the algo.

Fake Face Images Detection Tensorflow ⭐ 71

Learning to detect fake face images in the wild. We use a deep fully convolutional network based on Siamese network and contrastive loss.

Efficientnet ⭐ 70

EfficientNets snapshot

One_cycle_policy ⭐ 70

Pytorch notebook with One Cycle Policy implementation (https://arxiv.org/abs/1803.09820)

Stochastic Quantization ⭐ 67

Training Low-bits DNNs with Stochastic Quantization

Yolo_resnet ⭐ 65

Implementing YOLO using ResNet as the feature extraction network

E2e Glstm Sc ⭐ 61

Code for paper "Image Caption Generation with Text-Conditional Semantic Attention"

Danbooru Pretrained ⭐ 55

Pretrained pytorch models for the Danbooru2018 dataset

Python_cv_ai_ml ⭐ 54

用python做计算机视觉，人工智能，机器学习，深度学习等

Image Classification Caltech 256 ⭐ 50

Exploring CNNs and model quantization on Caltech-256 dataset

Code for the signSGD paper

[TIP 2020] Improving the Harmony of the Composite Image by Spatial-Separated Attention Module

Dhcd_dataset ⭐ 46

Dataset of Devnagari (Nepali) handwritten characters.

Protein Atlas Fastai ⭐ 46

Code for training a Resnet model for the Human Protein Atlas Image Classification competition

Face Recognition ⭐ 45

Face recognition using MTCNN and FaceNet

Efficientnet Gradcam Visualization ⭐ 44

EfficientNet-GradCam Visualization

Serving Pytorch Models ⭐ 43

Serving PyTorch models with TorchServe 🔥

Retinal_blindness_detection_pytorch ⭐ 42

Detecting Diabetic Retinopathy using Deep learning algorithm - Convolution neural network (Resnet-152) using PyTorch + GUI + SMS notification

Efficientnet_keras_transfer_learning ⭐ 41

Transfer Learning with EfficientNet in Keras

Cs230 Pointfusion ⭐ 40

Pytorch Experiments Template ⭐ 40

A pytorch based classification experiments template

Uda Pytorch ⭐ 39

Unsupervised Data Augmentation experiments in PyTorch

Keras Pytorch Avp Transfer Learning ⭐ 38

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!

Unosat Ai Based Rapid Mapping Service ⭐ 37

This GitHub repository contains the machine learning models described in Edoardo Nemnni, Joseph Bullock, Samir Belabbes, Lars Bromley Fully Convolutional Neural Network for Rapid Flood Segmentation in Synthetic Aperture Radar Imagery.

Cifarsota ⭐ 37

Reviewing recent advances in classification on CIFAR 10 and 100 datasets

Clean, scalable and easy to use ResNet implementation in Pytorch

Resnet.torch ⭐ 35

an updated version of fb.resnet.torch with many changes.

Detecting ⭐ 34

The platform for object detection research

Coreml Samples ⭐ 32

Sample code for Core ML using ResNet50 provided by Apple and a custom model generated by coremltools.

Lsquantization ⭐ 31

The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)

Resnet 50 For Cats.vs.dogs ⭐ 31

Deep Learning Tensorflow2 ⭐ 31

基于Tensorflow2的深度学习开源书籍

Neuralblack ⭐ 30

A Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Learning using Python and Pytorch Deep Learning Framework

Pytorch Image Models Multi Label Classification ⭐ 29

Multi-label classification based on timm.

Happy And You Know It ⭐ 29

Facial Emotion Recognition using deep residual learning.

Chexpert ⭐ 26

Retinanet_detection ⭐ 25

vehicle detection using retinanet

a library of easily downloadable datasets with animal vocalizations (audio)

Cat_vs_dog ⭐ 24

Keras Multiclass Image Classification ⭐ 24

Multiclass image classification using Convolutional Neural Network

Tensorbag ⭐ 24

Collection of tensorflow notebooks tutorials for implementing the most important Deep Learning algorithms.

Kuzushiji_mnist ⭐ 23

Kuzushiji-MNIST - Capsule Network, VGG and ResNet classifiers for the "lost" Japanese language dataset

Dogbreeds ⭐ 22

An implementation of the original "ResNet" paper in Pytorch

my approach to the kaggle speech recognition challenge

Fashionai Tf ⭐ 20

A tensorflow implementation of FashionAI Global Challenge

Brainagepredictionresnet ⭐ 20

3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).

Hse_facerec_tf ⭐ 19

Tensorflow/Keras small models for face recognition, ag/gender prediction from images

Covid 19 Chest X Ray Infection Classification ⭐ 19

Chest-X-Ray-COVID-19-Detection using Monk AI

Vehicle Logo Recognition ⭐ 19

classify 42 car logos with different CNN models

Deepnet For Semantic Labeling Photogrammetry ⭐ 19

2D semantic segmentation that assigns labels to multiple object categories on Potsdam dataset 🚀

Garbage_classification ⭐ 19

(2020)Deployment of garbage classification model based on wed service

Keras Cifar10 ⭐ 19

practice on CIFAR10 with Keras

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