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243 search results found

Pytorch Book ⭐ 11,409

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

Computervision Recipes ⭐ 9,225

Best Practices, code samples, and documentation for Computer Vision.

Super Gradients ⭐ 4,125

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Notebooks ⭐ 3,677

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

Pytorch_classification ⭐ 1,055

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特

Poolformer ⭐ 981

PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)

Torchxrayvision ⭐ 760

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

Dogs_vs_cats ⭐ 549

Dynamicvit ⭐ 476

[NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification

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

Ipyplot ⭐ 390

IPyPlot is a small python package offering fast and efficient plotting of images inside Python Notebooks. It's using IPython with HTML for faster, richer and more interactive way of displaying big numbers of images.

Internvl ⭐ 364

InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks —— An Open-Source Alternative to ViT-22B

Computer Vision ⭐ 354

Programming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition

[NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification

Easyrobust ⭐ 293

EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.

Examples ⭐ 289

Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.

Nodeformer ⭐ 244

The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Hugsvision ⭐ 170

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

Pixel_level_land_classification ⭐ 166

Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.

Fakeimagedetector ⭐ 147

Image Tampering Detection using ELA and CNN

Cvpr18 Inaturalist Transfer ⭐ 139

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

Font_recognition Deepfont ⭐ 136

Its a implementation of DeepFont : Identify Your Font from An Image using Keras

Knowledge Distillation Keras ⭐ 132

A machine learning experiment

Keras_transfer_cifar10 ⭐ 116

Object classification with CIFAR-10 using transfer learning

Deep_learning_in_python_2018 ⭐ 114

Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.

Image_classifier ⭐ 107

CNN image classifier implemented in Keras Notebook 🖼️.

Imagenetmodel ⭐ 101

Official ImageNet Model repository

Moganet ⭐ 100

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

Multi Task Learning ⭐ 100

Multi-task learning smile detection, age and gender classification on GENKI4k, IMDB-Wiki dataset.

Hsi Traditional To Deep Models ⭐ 98

Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.

Protest Detection Violence Estimation ⭐ 87

Implementation of the model used in the paper Protest Activity Detection and Perceived Violence Estimation from Social Media Images (ACM Multimedia 2017)

Opam_tip2018 ⭐ 80

Source code of our TIP 2018 paper "Object-Part Attention Model for Fine-grained Image Classification"

Image Recognition And Information Extraction From Image Documents ⭐ 76

Image Recognition and Information Extraction from Image Documents using Keras and Watson NLU

Pytorch Learners Tutorial ⭐ 71

PyTorch tutorial for learners

Convolutional Neural Networks for Visual Recognition in Stanford

Pytorch_notebooks ⭐ 64

A collection of PyTorch notebooks for learning and practicing deep learning

Ml2017fall ⭐ 63

Machine Learning (EE 5184) in NTU

I will implement Fastai in each projects present in this repository.

Od Weapondetection ⭐ 62

Datasets for weapon detection based on image classification and object detection tasks

本仓库将使用Pytorch框架实现经典的图像分类网络、目标检测网络、图像分割网络，图像生成网络等，并

Deep Learning For Earth Observation ⭐ 56

Application of deep learning for earth observation.

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Tensorflow For Beginners ⭐ 54

Introduction to deep learning with Tensorflow.

Embedded_gcnn ⭐ 54

Embedded Graph Convolutional Neural Networks (EGCNN) in TensorFlow

Imagenet ⭐ 53

Trial on kaggle imagenet object localization by yolo v3 in google cloud

Image Classifier ⭐ 53

Final Project of the Udacity AI Programming with Python Nanodegree

Alpha_pooling ⭐ 51

Code for our paper "Generalized Orderless Pooling Performs Implicit Salient Matching" published at ICCV 2017.

Image Classification Caltech 256 ⭐ 50

Exploring CNNs and model quantization on Caltech-256 dataset

Metric Transfer.pytorch ⭐ 50

Deep Metric Transfer for Label Propagation with Limited Annotated Data

Deep Learning ⭐ 48

Deep Learning Bootcamp

Epillid Benchmark ⭐ 48

ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification (CVPR 2020 VL3)

Glami 1m ⭐ 47

The largest multilingual image-text classification dataset. It contains fashion products.

Serving Pytorch Models ⭐ 43

Serving PyTorch models with TorchServe 🔥

Vision Transformer From Scratch ⭐ 43

A Simplified PyTorch Implementation of Vision Transformer (ViT)

Bmvc_2019 ⭐ 41

PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"

Transformer In Transformer ⭐ 40

An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches

Kaggle_image Classify ⭐ 39

Various Kaggle image classification challenges solutions

Deep Learning With Python 2nd ⭐ 39

<케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소

Funmatch Distillation ⭐ 38

TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.

Bag_of_tricks_cnn ⭐ 37

The implementation of paper "Bag of Tricks for Image Classification with Convolutional Neural Networks" by Xie et al.

Crowdlayer ⭐ 37

A neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.

Serving Tensorflow Models ⭐ 37

Serving TensorFlow models with TensorFlow Serving 📙

Understanding Deep Convolutional Neural Networks With A Practical Use Case In Tensorflow And Keras ⭐ 36

What makes convnets so powerful at image classification?

Mcnn Based_hsi_classification ⭐ 36

MCNN-CP：Hyperspectral Image Classification Using Mixed Convolutions and Covariance Pooling (TGARS 2021)； Oct-MCNN-HS：3D Octave and 2D Vanilla Mixed Convolutional Neural Network for Hyperspectral Image Classification With Limited Samples (Remote Sensing, 2021)

Ocular Disease Intelligent Recognition Deep Learning ⭐ 35

ODIR-2019. Ocular Disease Intelligent Recognition Through Deep Learning Architectures

Detrac_covid19 ⭐ 34

Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network

Deep Learning With Tensorflow 2.0 In 7 Steps ⭐ 33

Learn image classification and language modeling

Deep Learning ⭐ 31

Projects include the application of transfer learning to build a convolutional neural network (CNN) that identifies the artist of a painting, the building of predictive models for Bitcoin price data using Long Short-Term Memory recurrent neural networks (LSTMs) and a tutorial explaining how to build two types of neural network using as input the MNIST dataset, namely, a CNN using Keras and a fully-connected network using TensorFlow.

G2c Conv3d Hsi ⭐ 31

PyTorch implementation of the paper - Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution

3d Image Classification Tutorial ⭐ 30

Tutorial to train a 3D CNN to predict presence of pneumonia from CT scans.

Kaggle_vol 3d Classify ⭐ 28

Predict the status of a genetic biomarker important for brain cancer treatment

Deep_learning_projects ⭐ 28

Pyramidnet ⭐ 28

Pytorch implementation of pyramidnet

Is It Huggable ⭐ 28

An image classifier to classify things as huggable or not.

Head Network Distillation ⭐ 27

[IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and [ACM MobiCom HotEdgeVideo 2019] "Distilled Split Deep Neural Networks for Edge-assisted Real-time Systems"

Eve Online Bot ⭐ 27

A Bot to play Eve Online leveraging various methods including popular machine learning tools. At this point, its a full blown AI.

Skin Cancer Classification Using Deep Learning ⭐ 26

Classify Skin cancer from the skin lesion images using Image classification. The dataset for the project is obtained from the Kaggle SIIM-ISIC-Melanoma-Classification competition.

Google Landmark Recognition ⭐ 26

Image Classification and Image Retrieval on landmarks using transfer learning on VGG16 and DeLF. This is a famous Kaggle competition https://www.kaggle.com/c/landmark-recognition-chal

Timm Flutter Pytorch Lite Blogpost ⭐ 26

PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter.

Qnn Inference Examples ⭐ 25

Jupyter notebook examples on image classification with quantized neural networks

Grocery Product Classification ⭐ 24

Implementation of the paper "A Hierarchical Grocery Store Image Dataset with Visual and Semantic Labels"

Whats This Rock ⭐ 24

Telegram Rock Classification Bot!

Well Classified Examples Are Underestimated ⭐ 24

Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"

Advancedanalyticslabs ⭐ 24

Analytics labs notebooks for Statistics and Business School students

Stratified K Fold Cross Validation Image Classification Keras ⭐ 23

This python program demonstrates image classification with stratified k-fold cross validation technique.

Caltech_birds ⭐ 23

A set of notebooks as a guide to the process of fine-grained image classification of birds species, using PyTorch based deep neural networks.

Encrypted Skin Cancer Detection ⭐ 23

Detecting skin cancer in encrypted images with TensorFlow

Kaggle_leaf_disease_classification ⭐ 22

Cassava leaf disease classification with CNNs and Transformers (top-1% Kaggle solution)

Polsarformer ⭐ 22

This code is for the paper "Local Window Attention Transformer for Polarimetric SAR Image Classification" that is published in the IEEE Geoscience and Remote Sensing Letters journal.

Auslan Party ⭐ 22

✌Real-time translation of the Auslan Alphabet

Coursera Ai For Medicine Specialization ⭐ 22

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai

Fastai Visual Guide ⭐ 22

Notebooks for Fastai Viusal Guide

Benchmark for Data-Efficient Image Classification

Jax Flax Tutorial Image Classification With Linen ⭐ 21

How to use the Flax Linen API to build a convolutional neural network model and train it for image classification (using TensorFlow Datasets).

Object Detection Yolov2 Darkflow ⭐ 21

Poke Pi Dex ⭐ 21

Our deep learning for computer vision related project for nostalgic poke weebs (Sistemi digitali, Unibo).

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