The Top 92 Pascal Voc Open Source Projects on Github

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The Top 92 Pascal Voc Open Source Projects on Github

Categories > Machine Learning > Pascal Voc

Object Detection Metrics ⭐ 3,832

Most popular metrics used to evaluate object detection algorithms.

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

Make Sense ⭐ 2,051

Free to use online tool for labelling photos. https://makesense.ai

Efficientdet.pytorch ⭐ 1,408

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

Tensorflow Deeplab Resnet ⭐ 1,212

DeepLab-ResNet rebuilt in TensorFlow

Openlabeling ⭐ 720

Label images and video for Computer Vision applications

To speedup and simplify image labeling/ annotation process with multiple supported formats.

Soft Nms ⭐ 651

Object Detection

Tensorflow Deeplab V3 Plus ⭐ 637

DeepLabv3+ built in TensorFlow

Android Yolo ⭐ 608

Real-time object detection on Android using the YOLO network with TensorFlow

Deeplabv3plus Pytorch ⭐ 596

DeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes

Pytorch Deeplab Resnet ⭐ 592

DeepLab resnet v2 model in pytorch

Torchdistill ⭐ 476

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆20 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

Review_object_detection_metrics ⭐ 417

Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.

Edgenets ⭐ 340

This repository contains the source code of our work on designing efficient CNNs for computer vision

Tensorflow Deeplab V3 ⭐ 248

DeepLabv3 built in TensorFlow

Vod Converter ⭐ 243

Convert between visual object detection datasets

Pytorch Deeplab ⭐ 236

DeepLab-ResNet rebuilt in Pytorch

Tensorflow Deeplab Lfov ⭐ 219

DeepLab-LargeFOV implemented in tensorflow

Datumaro ⭐ 201

Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.

Weakly-Supervised Semantic Segmentation Network with Deep Seeded Region Growing (CVPR 2018).

Unsupervised Semantic Segmentation ⭐ 181

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

Voc2coco ⭐ 180

How to create custom COCO data set for object detection

Deeplab V2 Resnet 101 Tensorflow ⭐ 164

An (re-)implementation of DeepLab v2 (ResNet-101) in TensorFlow for semantic image segmentation on the PASCAL VOC 2012 dataset.

Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.

Pytorch Auto Drive ⭐ 152

Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, SAD, PRNet, RESA, LSTR, BezierLaneNet...) based on PyTorch with mixed precision training

PyTorch Implementation of Stacked U-Nets (SUNets)

Robust Detection Benchmark ⭐ 106

Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

Implementation of our paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"

Chainer Pspnet ⭐ 76

PSPNet in Chainer

Pytorch Spiking Yolov3 ⭐ 65

A PyTorch implementation of Spiking-YOLOv3. Two branches are provided, based on two common PyTorch implementation of YOLOv3(ultralytics/yolov3 & eriklindernoren/PyTorch-YOLOv3), with support for Spiking-YOLOv3-Tiny at present.

Detectionmetrics ⭐ 61

Tool to evaluate deep-learning detection and segmentation models, and to create datasets

Label Studio Converter ⭐ 58

Tools for converting Label Studio annotations into common dataset formats

Image_bbox_slicer ⭐ 50

This easy-to-use library splits images and its bounding box annotations into tiles, both into specific sizes and into any arbitrary number of equal parts. It can also resize them, both by specific sizes and by a resizing/scaling factor.

The implementation of "Bootstrapping Semantic Segmentation with Regional Contrast".

Retinanet_tensorflow ⭐ 47

Focal Loss for Dense Object Detection.

Fcn Googlenet ⭐ 45

GoogLeNet implementation of Fully Convolutional Networks for Semantic Segmentation in TensorFlow

Wider Face Pascal Voc Annotations ⭐ 41

WIDER FACE annotations converted to the Pascal VOC XML format

Tf Semantic Segmentation ⭐ 39

Semantic Segmentation using Tensorflow on popular Datasets like Ade20k, Camvid, Coco, PascalVoc

Guidedlabelling ⭐ 32

Exploiting Saliency for Object Segmentation from Image Level Labels, CVPR'17

Deeptraining_hands ⭐ 31

Dataset, necessary Scripts and trained SSD Model for detecting Hands in Realtime.

Fcn Segmentation Tensorflow ⭐ 29

FCN for Semantic Image Segmentation achieving 68.5 mIoU on PASCAL VOC

Dilatedfcnsegmentation ⭐ 28

[Caffe] A dilated version of FCN with Stride 2 for Efficient Semantic Segmentation

Wsddn.pytorch ⭐ 27

Implementation of Weakly Supervised Deep Detection Networks using the latest version of PyTorch

Erfnet Pytorch ⭐ 21

A PyTorch implementation for ERFNet on Pascal VOC data.

Pascal_voc_tools ⭐ 19

some tools about pascal voc format dataset

Videoyolo ⭐ 17

Object Detection for Video with MXNet and GluonCV using YOLOv3

Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition

Segmentation.data ⭐ 14

Processing deep-learning datasets (i.e. coco, pascal voc, cityscapes, pascal context)

Pytorch Clickhere Cnn ⭐ 14

PyTorch implementation of two viewpoint estimation models: Render For CNN and Click-Here CNN.

Object Detection Tools ⭐ 13

Tools for object detection annotations in machine learning

Visualize Voc Format Data ⭐ 13

A simple utility programe to visualize pascal voc (format) dataset images with bounding boxes. Useful to check whether there is any error in forming annotation files.

Da Retinanet ⭐ 13

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'

Pascal_voc2007_formatter ⭐ 8

A tool to download and format PASCAL VOC 2007 dataset for multilabel classification

Reconstructing Pascal Voc ⭐ 8

Implementation of paper: Reconstructing PASCAL VOC

Pytorch_deeplab ⭐ 7

Here is an implementation of DeepLabv3+ in PyTorch(1.7). It supports many backbones and datasets.

Rubetools ⭐ 7

Tool for working with images annotations. Allows you to convert, modify and analyze annotations to images of such formats as Yolo, COCO, LabelMe, etc.

Stdn.pytorch ⭐ 6

stdn implement with pytorch

Voc Predictions To Kitti ⭐ 5

Convert PASCAL VOC evaluation results to KITTI

Reproduce_frcnn ⭐ 5

Reproduce and Adjustment for frcnn

Py Wider2pascal ⭐ 4

Python code for generating WIDER Faces dataset in PASCAL VOC format

Yolo2Voc Annotation Tool

Pascal Voc Classification ⭐ 3

PASCAL VOC Object Classification: The goal of this project is to recognize objects from a number of visual object classes in realistic scenes.

Wineslabeldataset ⭐ 2

Wine label Dataset annotated with the pascal voc format

Simple Annotation Toolkit ⭐ 2

The most simple ROI annotation toolkit for object detection task

Convertdataturkdata To Coco ⭐ 2

Code to convert Dataturk data to PascalVOOC and then to COCO dataset format and optionally prepare for FastAI

Semantic Pascal Part ⭐ 2

This is a curated semantic version of the PASCAL-Part dataset for part-based object detection. Objects are aligned with WordNet and Yago concepts. The dataset is both in PASCAL-Voc and RDF format.

Instance Segmentation Using Detectron2 ⭐ 2

Instance Segmentation using Detectron2

Pwwmaskr Cnnmaskeditor ⭐ 2

Openframeworks code for Mask Editor (Mask R-CNN)

Pytorch Googlenet Fcn ⭐ 2

Image Classification And Localization ⭐ 2

Image classifier for the VOC-2010 Dataset with and without Transfer Learning. Deep Convolutional Networks were used for classification and localization.

Rcnn_vgg_16 ⭐ 2

Keras implementation of R-CNN object detection

Deeplab Imagenet Pytorch ⭐ 2

An unofficial DeepLabV2 with the pre-train weight of ImageNet.

Deeplabv2 ⭐ 2

Flexlabeltool ⭐ 1

Tool to label objects for object detection

Objectdetectioneval ⭐ 1

Unified framework to parse, create and evaluate object detections from many frameworks (COCO, YOLO, PascalVOC, ImageNet, LabelMe, ...).

tools for PASCAL VOC format dataset

Frenchlicenceplatedataset ⭐ 1

French Licence Plate Dataset annotated with the pascal voc format

Spothole.core ⭐ 1

Spothole Core Backend (Object Detection + Flask API) - Artificial Intelligence Powered Pothole Detection, Reporting and Management Solution

Pascal Voc Image Augmentor ⭐ 1

Script for image augmentation writing new Pascal VOC annotations for your deep learning experiments.

Yolo Implementation (v1, v2, v3)

Darknet Tool ⭐ 1

Tools for darknet, created by Yu-Hsien Liao (LiaoSteve)

Coco Json Converter ⭐ 1

Convert coco json to other format like xml, csv.

Dataset Tool Segmentation ⭐ 1

An Auto-Process Tool to Download and Reorganize some Common Segmentation Datasets

Py Pascalpart ⭐ 1

Py-PascalPart is a simple tool to read annotations files from PASCAL-Part Dataset in Python. It has been developed as final project for the module Human-Objects Relations of Elective in AI (Spring 2018) at Sapienza University of Rome.

Pascal_voc_data_parsing ⭐ 1

Load PASCAL VOC data

Pascal Voc Standardizing ⭐ 1

pascal tool box

Tensorflowobjectdetectautolabel ⭐ 1

Auto Label training data using a small trained model

Bag Chair Model ⭐ 1

Object detector to detect free and occupied bagchairs in an image or video for sandbags monitor project.

Pascalvoc2retinanet ⭐ 1

C# implementation of converting Pascal Voc label to RetinaNet label

Multi_label_classification_pytorch ⭐ 1

multi label classification

Export To Pascal Voc ⭐ 0

Convert Supervisely to Pascal VOC

1-92 of 92 projects

Related Projects

Python Pascal Voc Projects (73)

Object Detection Pascal Voc Projects (33)

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Application Programming Interfaces 📦 120

Applications 📦 181

Artificial Intelligence 📦 72

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Build Tools 📦 111

Cloud Computing 📦 79

Code Quality 📦 28

Collaboration 📦 30

Command Line Interface 📦 48

Community 📦 81

Companies 📦 60

Compilers 📦 60

Computer Science 📦 74

Configuration Management 📦 39

Content Management 📦 167

Control Flow 📦 197

Data Formats 📦 77

Data Processing 📦 266

Data Storage 📦 132

Economics 📦 60

Frameworks 📦 198

Graphics 📦 103

Hardware 📦 148

Integrated Development Environments 📦 47

Learning Resources 📦 147

Libraries 📦 119

Lists Of Projects 📦 21

Machine Learning 📦 336

Mapping 📦 61

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 97

Networking 📦 304

Operating Systems 📦 84

Operations 📦 120

Package Managers 📦 52

Programming Languages 📦 229

Runtime Environments 📦 96

Science 📦 42

Security 📦 375

Social Media 📦 26

Software Architecture 📦 70

Software Development 📦 68

Software Performance 📦 57

Software Quality 📦 127

Text Editors 📦 45

Text Processing 📦 131

User Interface 📦 310

User Interface Components 📦 465

Version Control 📦 29

Virtualization 📦 68

Web Browsers 📦 38

Web Servers 📦 25

Web User Interface 📦 194

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