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Search results for computer vision transfer learning

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93 search results found

Autogluon ⭐ 7,027

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

Super Gradients ⭐ 4,125

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

Face.evolve ⭐ 3,074

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

Awesome Federated Learning ⭐ 1,481

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

Vlm_survey ⭐ 1,405

Vision-Language Models for Vision Tasks: A Survey

Training_extensions ⭐ 1,119

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

Getting Things Done With Pytorch ⭐ 873

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

Iccv 2023 Papers ⭐ 806

ICCV 2023 Papers: Discover cutting-edge research from ICCV 2023, the leading computer vision conference. Stay updated on the latest in computer vision and deep learning, with code included. ⭐ support visual intelligence development!

Awesome Multi Task Learning ⭐ 494

2023 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.

Powerful Benchmarker ⭐ 426

A library for ML benchmarking. It's powerful.

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

Amazon Forest Computer Vision ⭐ 364

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

Sparsezoo ⭐ 347

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

Assembled Cnn ⭐ 311

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

Fast Pytorch ⭐ 299

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

Xvision ⭐ 294

Chest Xray image analysis using Deep learning !

Awesome List Of Awesomes ⭐ 292

A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.

Awesome Parameter Efficient Transfer Learning ⭐ 288

A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.

Peoplesanspeople ⭐ 273

Unity's privacy-preserving human-centric synthetic data generator

Artificio ⭐ 269

Deep Learning Computer Vision Algorithms for Real-World Use

Pytorch Adapt ⭐ 234

Domain adaptation made easy. Fully featured, modular, and customizable.

Transfer_learning_tutorial ⭐ 226

A guide to transfer learning with inception-resnet-v2.

Imageatm ⭐ 209

Image classification for everyone.

Awesome Computer Vision ⭐ 186

Awesome Resources for Advanced Computer Vision Topics

Transfer Learning Suite ⭐ 185

Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!

Deeppicar ⭐ 176

Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor

Everypixelmatters ⭐ 150

Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"

Cvpr18 Inaturalist Transfer ⭐ 139

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

Snca.pytorch ⭐ 136

Improving Generalization via Scalable Neighborhood Component Analysis

Transfer Learning Anime ⭐ 121

Transfer Learning for Anime Characters Recognition

Sign2text ⭐ 92

Real-time AI-powered translation of American sign language to text

Awesome Artificial Intelligence Research ⭐ 80

A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.

Repository for anime characters recognition website, powered by TensorFlow

[NeurIPS 2022] The official implementation of "Learning to Discover and Detect Objects".

Digital_peter_aij2020 ⭐ 66

Materials of the AI Journey 2020 competition dedicated to the recognition of Peter the Great's manuscripts, https://ai-journey.ru/contest/task01

Semi Supervised Transfer Learning ⭐ 65

[CVPR 2021] Adaptive Consistency Regularization for Semi-Supervised Transfer Learning

Beyond Inet ⭐ 62

Code for experiments for "ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy"

Clean Net ⭐ 62

Tensorflow source code for "CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise"

Code for the paper: "SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification"

Refilled ⭐ 47

This is the code of CVPR'20 paper "Distilling Cross-Task Knowledge via Relationship Matching".

Implementation of the paper: Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet

[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)

Fiap Ml Visao Computacional ⭐ 39

Repositório dos exemplos e desafios utilizados na disciplina de Visão Computacional do curso de MBA Machine Learning da FIAP

Computervision_tutorials ⭐ 37

Meta Fine Tuning ⭐ 36

[CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.

Pretrained Yolo V4 ⭐ 36

Object detection and transfer learning using pretrained YOLO v4 models in MATLAB.

The Ultimate Google Tensorflow Developer Certificate Exam Study Guide ⭐ 35

Google TensorFlow Developer Certificate Study Guide

Udacity Cvnd Projects ⭐ 34

My solutions to the projects assigned for the Udacity Computer Vision Nanodegree

Cognitiveannotationtool ⭐ 29

Automatic Annotation tool for labelling images in bulk with their corresponding bounding box annotations.

Code repository for the work "Multi-Domain Incremental Learning for Semantic Segmentation", accepted at WACV 2022

Unsupervised Visual Representation Learning ⭐ 26

Overview of unsupervised visual representation learning (or self-supervised learning, unsupervised pre-training) methods.

Transferseg ⭐ 25

Unseen Object Segmentation in Videos via Transferable Representations, ACCV 2018 (oral)

Keras Multiclass Image Classification ⭐ 24

Multiclass image classification using Convolutional Neural Network

Nih Chest Xrays ⭐ 22

A collection of projects which explore image classification on chest x-ray images (via the NIH dataset)

Vatl4pose Wacv2024 ⭐ 19

[WACV2024] Official PyTorch implimentation for ``Active Transfer Learning for Efficient Video-Specific Human Pose Estimation''

Computer Vision ⭐ 19

Computer Vision - Impemented algorithms - Hybrid image, Corner detection, Scale space blob detection, Scene classifiers, Vanishing point detection, Finding height of an object, Image stitching.

Scaling Object Detection by Transferring Classification Weights

Skin_lesions_classification_dcnns ⭐ 18

Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification

A Nvidia partnership project of a autonomous car MVP using Jetbot and other Nvidia tools for HPC and Transfer Learning

Lidar Object Detection Using Complex Yolov4 ⭐ 17

Object detection and transfer learning on point clouds using pretrained Complex-YOLOv4 models in MATLAB

Inferno Realtime Fire Detection Using Cnns ⭐ 17

FPGA Deployable Fire Detection Model for Real-Time Video Surveillance Systems Using Convolutional Neural Networks

Unconventional Wisdom ⭐ 17

[ICBSLP 2018] 6th place solution to Kaggle Bengali Handwritten Higit Recognition

Deep Learning Experiments Implemented Using Google Colab ⭐ 16

Colab Compatible FastAI notebooks for NLP and Computer Vision Datasets

Object Detection Using Pretrained Yolo V2 ⭐ 16

YOLO v2 prediction and training in MATLAB for Object Detection with darknet19 & tinyYOLOv2 base networks

"SSHT" (Semi-supervised Source Hypothesis Transfer.)

Implemented Data Science ⭐ 15

Implementation of various data science techniques and research papers

Task Conditioned ⭐ 15

This source code implements our ECCV paper "task-conditioned domain adaptation for pedestrian detection in thermal imagery".

Pretrained Efficientdet D0 ⭐ 15

Object detection and transfer learning using pretrained EfficientDet-D0 model in MATLAB.

Machine Learning ⭐ 13

机器学习论文、博客、书籍等资料

Vision_audio_and_multimodal_projects ⭐ 13

This repository includes all computer vision, audio, document AI, and multimodal projects.

Naruto_handsign_classification ⭐ 13

Naruto Hand Gesture Recognition with OpenCV and Transfer Learning

Deep Learning Projects ⭐ 13

Best Deep Learning Projects for Advanced Learners

Machine Learning From Scratch ⭐ 12

🤖 Python implementations of some of the fundamental Machine Learning models and algorithms from scratch with interactive Jupyter demos and math being explained.

Pretrained Salsanext ⭐ 12

Semantic segmentation and transfer learning using pretrained SalsaNext model in MATLAB

Covid 19 Radiology ⭐ 12

Covid-19 Radiology

Pytorch Implementation of Task Adaptive Parameter Sharing for Multi-Task Learning (CVPR 2022)

Deep Transfer Learning For Art Classification Problems ⭐ 11

Code and Manuscript for the ECCV 4th Workshop on Computer Vision for Art Analysis "Deep Transfer Learning for Art Classification Problems" paper.

Kaggle Covid19 Classification ⭐ 10

COVID-19 is an infectious disease. The current outbreak was officially recognized as a pandemic by the World Health Organization (WHO) on 11 March 2020. X-ray machines are widely available and provide images for diagnosis quickly so chest X-ray images can be very useful in early diagnosis of COVID-19. In this classification project, there are three classes: COVID19, PNEUMONIA, and NORMAL

Facial_dl ⭐ 10

The project is to recognize spoofing attack of faces using a normal flat camera without any extra sensors (such as depth, IR).

Simple_cnn ⭐ 9

Simple CNN is a library that can be used to train and infer CNN models by use of PyTorch and ONNX.

Image Finder ⭐ 9

Search relevant images by text query, using CLIP/ruCLIP embedder and HNSW index

This is our project blog page: Rethink Transfer Learning in Medical Image Classification

Instance Segmentation Mask Rcnn ⭐ 8

Instance segmentation with Mask R-CNN

Skin Cancer Detector ⭐ 8

A Web Application that uses Computer Vision and Deep Learning to identify the three highest probability diagnoses for a skin lesion image input by the User.

Localizer ⭐ 7

An object detection python library predicting object coordinates and orientation angles on 2d images.

Digivision ⭐ 7

A deep learning based application which is entitled to help the visually impaired people. The application automatically generates the textual description of what's happening in front of the camera and conveys it to person through audio. It is capable of recognising faces and tell user whether a known person is standing in front of him or not.

Tensorflow Modelzoo ⭐ 7

Tool for easily loading pre-trained ImageNet models into TensorFlow

Face To Bmi Vit ⭐ 6

Predict the Body Mass Index with one image of a human face, with state-of-the-art results.

Car_damage_detection ⭐ 6

Car Damage Detection

Neural Artistic Style Transfer ⭐ 6

A unique deep learning technique is used to create artistic images by separating and recombining the content and style of arbitrary images. The style of an image is transferred to the content image. These visual effects are implemented using the Convolutional Neural Networks.

Transferlearning ⭐ 5

Transfer Learning in Computer Vision 101

Genderclassification_cnn ⭐ 5

Gender Classification from images using Inception(pre-trained CNN implemented in tensorflow).

Deep Neural Network Based Parking System ⭐ 5

Trained a Resnet101 based car and vacant space classifier using Fastai library. Used it in combination of laplacian operator to manage parking automatically.

Refcontrast ⭐ 5

Understanding Synonymous Referring Expressions via Contrastive Features

Paper Reading ⭐ 5

paperlist & notes on deep learning.

Motorbike Helmet_detection Using Yolov3 ⭐ 5

This project related to road safety. We have to wear a helmet according to road safety rules when riding a motorcycle. Therefore, these rules are monitored by the police. Also, Due to the invention of high-quality cameras and the development of the state of art in AI, the surveillance system willing to use AI system to detect whether passengers are wearing helmets or not. In this category I have built a model, first, it can be able to detect the motorcycle, then it will find out who is riding th

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