giacomolat/Object-Detection-Sperimental-Thesis-for-Degree

In this repository is my experimental thesis work on the recognition of museum works through object detection techniques.

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Lednik7/nto-ai-text-recognition

Optical Character Recognition + Instance Segmentation for russian and english languages

Language: Jupyter Notebook - Size: 47.7 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 27 - Forks: 2

D-K-E/mlsamples

how to deploy multiple models

Language: Python - Size: 3.19 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

TannerGilbert/Detectron2-Train-a-Instance-Segmentation-Model

Learn how to train a custom instance segmentation model with Detectron2

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byuawsfhtl/RLL_computer_vision

A repository for the computer vision team in BYU's record linking lab

Language: Python - Size: 14.2 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ka5par/ML_ShipDetection 📦

Detectron2 and FastAI based ship segmentation for Kaggle dataset.

Language: Python - Size: 19.9 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 1

minkj1992/jarvis

Customized bot with langchain and gpt4

Language: Python - Size: 4.61 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 0

KevinMaltezCavalheiro/tracking-droplets

This directory is dedicated to the implementation of algorithms aimed at detecting droplets in microfluidic images.

Language: Python - Size: 24.7 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

SHOCKWAVE07/Detectron2-FlaskApp

This project is a Flask web application that leverages the power of the Detectron2 library for instance segmentation. Traffic Signs images are used for instance segmentation to help driverless cars to identify the signs and make the experience safe and efficient.

Language: Python - Size: 128 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

nikitha-1904/Object-Detection-And-Size-Estimation

This project uses image processing to measure the size and distance of objects, focusing on veggies without physical contact. It integrates AI and IT to improve agricultural efficiency. The use of modified Canny edge detection and Multiscale Faster-NN algorithms enables real-time measurement and flaw identification.

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As-anonymus/TECHNO_SRM

The project has been executed in 2 methods one using Yolov5 for which u can see the demonstration in through the following link https://drive.google.com/file/d/1WTUw_j_NX_CqfcwwI7lozLnORTbWgHLp/view?usp=sharing and for the other approach using Detectron2 we have deployed it on hugging face

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louisbrulenaudet/orca

ORCA: Oceanic Recognition & Classification Application for sea-life analysis systems.

Language: Python - Size: 7.18 MB - Last synced at: 29 days ago - Pushed at: 10 months ago - Stars: 0 - Forks: 1

hpanwar08/detectron2 Fork of facebookresearch/detectron2

Detectron2 for Document Layout Analysis

Language: Python - Size: 4.53 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 178 - Forks: 62

ozayr/detection-assisted-annotation-tool

labeling tool that allows easy plugin of detection networks that can assist in the labeling process

Language: Python - Size: 133 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

naivelogic/dotatron

2021 Learning to Understand Aerial Images Challenge on DOTA dataset

Language: Python - Size: 3.24 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

jasonmanesis/Wildfire-Smoke-Detection

Convolutional neural network model based on the architecture of the Faster-RCNN for wildfire smoke detection.

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FubinZhang/Detectron2_Beginner_Demo

一份关于detectron2的入门级(训练+预测)的代码demo（目标检测/实例分割/全景分割........）；An entry-level (training + prediction) code demo for detectron2 (object detection/instance segmentation/panoramic segmentation...)

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nevalsar/detectron2-license-plate-detection

Detect license plates using deep neural networks.

Language: Python - Size: 34.7 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

koivunen/beam_damage_detect_dt2

Detectron 2 exploration for metal beam defect detection

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jasonmanesis/Ship-Detection-on-Remote-Sensing-Synthetic-Aperture-Radar-Data

Maritime vessel detection from remote sensing SAR data, based on the architectures of the Faster-RCNN and YOLOv5 networks.

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akhilsharmaa/Using-Pretrained-Detectron2

Implementation of Detectron2 Pretrained-MODEL. Detectron2 is Facebook AI Research's next generation library that provides state-of-the-art detection and segmentation algorithms.

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fede6590/Image_Classification_for_E-Commerce

Vehicle classification from images

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skj092/Object-Detection

Learn to build Object Detection Pipeline using different frameword

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williamcfrancis/Location-Based-Panoptic-Segmentation-with-SOLOv2

Modification to the state-of-the-art EfficientPS model by replacing its instance head (Mask-RCNN) with SOLOv2, making it a location based-panoptic segmentation model

Language: Python - Size: 8.46 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Shazy021/tele_bot

telegram bot for object detection, segmentation and classification

Language: Python - Size: 16.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

tonylay7/bouldering_route_classification

A third year project that revolves around classification of climbing routes using image processing and deep learning techniques

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ebeyabraham/car-damage-detection

Detectron2 for car damage detection using custom dataset

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Pawandeep-prog/one-click-dense-pose

One Click Dense Pose Video with just One click

Language: Python - Size: 4.06 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

RajUpadhyay/Detectron2-Deepstream

A sample of how to use detectron2 with deepstream.

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danielkonecny/knn-project

Detect and classify traffic signs with Faster R-CNN and ResNet neural networks from photos as a team project for Convolution Neural Networks (KNN) Course at BUT FIT.

Language: Python - Size: 99.1 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

mashyko/object_detection

Python Codes for Object Detection: Pytorch and Tensorflow

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RamySaleem/SeismicStructuralAnalysis-CNN-Object-Detection

Our project revolutionizes seismic image interpretation with advanced deep learning, using Convolutional Neural Networks (CNNs) to automate workflows and improve accuracy in subsurface exploration. Trained on synthetic seismic data from coal mines, our algorithm excels in identifying faults, folds, and flat layers.

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Philliec459/Marine-ObjectDetection-and-InstanceSegmentation-using-Detectron2-developing-our-own-Training-Weights

Nautical Object Detection using Detectron2 for Instance Segmentation Trained on Nautical Objects (buoys, ships and land).

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THU-DA-6D-Pose-Group/GDR-Net

GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation. (CVPR 2021)

Language: Python - Size: 985 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 214 - Forks: 39

fpv-iplab/DA-RetinaNet

Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'

Language: Python - Size: 2.32 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 58 - Forks: 10

dell-research-harvard/HJDataset

A Large Dataset of Historical Japanese Documents with Complex Layouts

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sxhxliang/detectron2_backbone

detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn

Language: Python - Size: 87.9 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 199 - Forks: 40

stevewongv/InstanceShadowDetection

Instance Shadow Detection (CVPR 2020)

Language: Python - Size: 29.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 139 - Forks: 23

bl4drnnr/detectron2-flask-api 📦

Flask API within detectron2 Docker container that allows to send base64 encoded pictures for detection by detecton2.

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john-fante/tomato-segmentation-detectron2

Tomato Segmentation w/detectron2 (mask AP: 61.94)

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john-fante/tomato-detection-detectron2

Tomato Detection w/detectron2 (mAP@50: 82.02)

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youngwanLEE/MPViT

[CVPR 2022] MPViT:Multi-Path Vision Transformer for Dense Prediction

Language: Python - Size: 122 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 331 - Forks: 37

zsef123/PointRend-PyTorch

A PyTorch implementation of PointRend: Image Segmentation as Rendering

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francbianc/clothing_instance_segmentation

A supervised Deep Learning approach to clothing instance segmentation with Mask R-CNN

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sh1027/detectron2-tutorial

try prediction using pre-trained models.

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KILBAHA/Improving_Multiple_Drosophilla_Tracking_With_Deep_Learning

A Multiple Object Tracking problem with Drosophilla. Conducted as part of my Bioinformatics MSc in Collaboration with Imperial's Gilestro Laboratory

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agoryuno/dconfig

Lightweight version of Detectron2's config package, stripped of all superfluous requirements

Language: Python - Size: 17.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

lkeab/gsnet

Official code of ECCV 2020 paper "GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision". GSNet performs joint vehicle pose estimation and vehicle shape reconstruction with single RGB image as input.

Language: Python - Size: 15 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 125 - Forks: 22

youngwanLEE/vovnet-detectron2

[CVPR 2020] VoVNet backbone networks for detectron2

Language: Python - Size: 89.8 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 362 - Forks: 70

rubelchowdhury20/Neural-Re-Rendering-of-Humans-from-a-Single-Image

Pytorch implementation of the paper, Neural re-rendering of humans from a single image.

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mykeysid10/Melanoma-Detection

Domain: Object Detection | Computer Vision

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MohammedAfthab18/Image-segmentation-using-detectron2

This computer vision project empowers you to excel in the fields of object detection and precise instance segmentation, offering a versatile toolkit for image analysis and understanding.

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lkeab/BCNet

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

Language: Python - Size: 6.5 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 480 - Forks: 68

nyakasko/ObjectAndKeypointDetection

In this assignment I have to build a Mask R-CNN based keypoint detector model using Detectron2. Detectron2 was written in PyTorch and contains many state-of-the-art obejct detection models with pretrained weights.

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parmeetanand/Social-Distancing---Distant-Tracker

In this project, YOLOv2 and Detectron are used to track the distance between individuals in a video.

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PavanproJack/Fruit-Detection-in-Orchards

Fruit Detection and Counting Model research for Yield mapping and Robotic harvesting

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DeepsMoseli/detectron2-dormalarm

I use detectron2 to demonstrate a computer vision powered dorm room security system that leverages transfer learning.

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chenyi0916/COBOT

This is my capstone project during my master program study.

Language: Python - Size: 1.99 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

john-fante/plate-detection

Plate Detection w/detectron2 (mAP@75: 89.19)

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john-fante/damaged-lamp-detection

Damaged Lamp Detection w/detectron2 (Faster R-CNN)

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MrFinchh/Analysis-with-Pupil-Dilation

Repo about our graduation project.

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pzierahn/lissa-diagram-recognition Fork of LiSSA-Approach/lissa-diagram-recognition

Deep neuronal network for diagram recognition with detectron2

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VijayPrakashReddy-k/DETR

Detection Transformer

Language: Python - Size: 6.02 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

aldyhelnawan/detectron2_windows_installation_guide

This is the steps I did to setup Detectron2 from FacebookResearch Repository to Windows 10 Machine

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syX113/hslu-cv-facades

Contains the code for the module "Computer Vision", authored and maintained by Lukas Zurbriggen & Tim Giger.

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SalehAhmedShafin/BUET-DL-Competition

Detectron2 is a modular, flexible, and scalable object detection framework that is built on top of PyTorch. It provides a number of state-of-the-art object detection algorithms, including Mask R-CNN, Faster R-CNN, and YOLOv4.

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sevdaimany/Tumor-Detection-Brain-MRI

This project serves as a prime example of computer vision's role in revolutionizing healthcare. By utilizing the Detectron2 framework this project enables accurate detection of tumors in brain MRI images. The resultant web application, developed using Streamlit, provides a user-friendly interface for visualizing these detections.

Language: Python - Size: 1.51 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

caganselim/TLTM

The repository for TLTM: Two-Level Temporal Relation Model for Online Video Instance Segmentation.

Language: Python - Size: 36.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

Wayne2Wang/Deformable-DETR-Detectron2

Detectron2 wrapper for Deformable DETR

Language: Python - Size: 55.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

omerahmed12345elhussien/Object_Tracker_using_Detectron2

Language: Jupyter Notebook - Size: 24.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

fpv-iplab/STMDA-RetinaNet

Official Detectron2 implementation of STMDA-RetinaNet of our Computer Vision and Image Understanding 2022 work 'A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training'

Language: Python - Size: 2.01 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 6

boldirev-as/Handwritten_text_recognition

The problem is about handwritten text recognition. The text is wrtitten using two languages: eng and ru. I user TROCR for text recogn and detectron2 maskrcnn for word detection/

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mkang30/ImageDecomposer

ImageDecomposer is an e2e app that detects objects in an input image and outputs them as separate images. Backend is constructed using FastAPI, frontend - streamlit. The underlying mechanism involves Mask R-CNN implemented in Detectron2 library.

Language: Python - Size: 2.34 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

swapkh91/detectron2-to-tensorrt

Notebook with commands to convert a Detectron2 MaskRCNN model to TensorRT

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SierraSergio/Deep_ramp

complete project based on deep learning models for marine species detection on seabed and detection of live / dead coral

Language: Python - Size: 30.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Sakonii/afterImage

An attempt to assist photo editing tasks using Deep Learning.

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sefeoglu/Mask_Detection

Face Mask Detection Competition on Kaggle

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sefeoglu/deeplearning-projects-and-kaggle-competitions

This repository consists of the projects that completed under the Competitive Programming with Deep Learning

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georgezywang/MaskCoco

A simple script that parses masked images to coco format for object segmentation.

Language: Python - Size: 75.2 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

SelvaGanapathy95/Theft_detection_and_Smart_Warning_AI_System_Using_Computer_Vision_Model

The aim of this project is to pave the way to explore the application of artificial intelligence to the surveillance industry which provides effective but cheaper AI-based products so that everyone from the biggest banks to small business owners can rip the benefits of AI for security purposes

Language: Jupyter Notebook - Size: 57.7 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

CloudyOverhead/acrosome-counter

Count spermatozoa using deep learning

Language: Python - Size: 1.48 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1

a-nau/CubeRefine-R-CNN

Code for the CubeRefine R-CNN model of our CVPRW '23 paper "Parcel3D: Shape Reconstruction From Single RGB Images for Applications in Transportation Logistics".

Language: Python - Size: 43.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

kvyb/Segmentation-of-web-UI-elements-with-Detectron2

Detectron2 Webserver (Faster-RCNN) implementation for Ubuntu 20.04. Real time object detection served over the internet.

Language: Python - Size: 43.6 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 5

paiphs/StarDet

StarDet: Detecting objects in astronomical images with CNN

Language: Jupyter Notebook - Size: 17.7 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

ivanpp/detectron2 Fork of facebookresearch/detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

Language: Python - Size: 5.22 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 28 - Forks: 7

m-hamza-mughal/background_changer

Change backgrounds of image and video data using Computer Vision

Language: Python - Size: 1 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 1

Ayushman-Choudhuri/crack_detection_and_segmentation

Crack detection and segmentation using a Mask RCNN model from detectron2 library

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Basket-Analytics/BasketTracking

Action tracking and understanding in basketball games using computer vision approaches and ideas alongside deep learning.

Language: Python - Size: 67.4 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 17 - Forks: 3

avs-abhishek123/Detectron2

Detectron is Facebook AI Research’s (FAIR) software system that implements state-of-the-art object detection algorithms, including Mask R-CNN. It is written in Python and powered by the Caffe2 deep learning framework. Detectron model is meant to advance object detection by offering speedy training and addressing the issues companies face when making the step from research to production.

Language: Jupyter Notebook - Size: 42.3 MB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 0

iKrishneel/detectron2_timm

A simple wrapper library for binding timm models as detectron2 backbones

Language: Jupyter Notebook - Size: 31.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 33 - Forks: 6

Sahar-DataScience/clothing-detection-segmentation-using-detectron2

Customizing mask rcnn backboned with FPN + Resnet50 from detecton2 model zoo on deep fashion2 dataset

Language: Jupyter Notebook - Size: 1.32 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

VerwimpEli/Continual_Object_Detection

This repo has code for running continual object detection experiments on top of the Detectron2 library.

Language: Python - Size: 22.5 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

lastdefiance20/TryYours-Virtual-Try-On

Virtual Try On site using HR-VITON. Anyone can try it using their own Image with clothes image.

Language: Python - Size: 21.7 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 28 - Forks: 11

RMDLO/COCOpen-OpenCV

First-Prize winner in the Core Track of the 2022 OpenCV AI Competition

Language: Python - Size: 38.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 1

IsabelleBaker/DynamicBackgroundRemoval

Jupyter, Standalone Software Infrastructure, sample images, etc. to train a detectron2 mask-r-cnn model and use it to remove complex backgrounds from videos and images. Note: the final model is exported to torchscript (ts) format so it can be used generically outside of the detectron2 infrastructure, for instance in my standalone infrastructure

Language: Jupyter Notebook - Size: 6.57 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

KingerNL/Crosswalk_Detection_Project 📦

A project I did for school, we can to identify crosswalks with a Computer Vision model called Detectron 2. It was a group project.

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sophiachann/ObjectDetectionProject-IKEAFurnituresRecommender

Furniture Object Detector & Recommender using Detectron2 & VGG16 (IKEA Furniture Recommender)

Language: Jupyter Notebook - Size: 80.7 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 31 - Forks: 10

RaziehSh1987/3D-landmarks-Pose_estimation

predicting of 3d landmarks using Blazepose and Detectrin3 model base on 2d video by Python

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Keiku/MaskFormer-BDD100K

Some benchmarks and easy-to-understand explanations for the BDD100K dataset in MaskFormer.

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Devanshu-17/AI-Home-Decor

Welcome to the AI House Decor System, a revolutionary new way to decorate your home! Our system uses advanced artificial intelligence algorithms to suggest decor ideas that suit your taste and style. With just a few clicks, you can transform your home into a stylish and comfortable space that reflects your personality.

Language: Jupyter Notebook - Size: 10.2 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0