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The Top 229 Pascal Voc Open Source Projects

Categories > Machine Learning > Pascal Voc
Object Detection Metrics ⭐ 4,253
Most popular metrics used to evaluate object detection algorithms.
most recent commit a month ago
Map ⭐ 2,554
mean Average Precision - This code evaluates the performance of your neural net for object recognition.
most recent commit a month ago
Make Sense ⭐ 2,379
Free to use online tool for labelling photos. https://makesense.ai
total releases 2most recent commit 19 days ago
Ssd_keras ⭐ 1,562
A Keras port of Single Shot MultiBox Detector
most recent commit 3 years ago
Efficientdet.pytorch ⭐ 1,408
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
most recent commit a year ago
Tensorflow Deeplab Resnet ⭐ 1,212
DeepLab-ResNet rebuilt in TensorFlow
most recent commit a year ago
Deeplabv3plus Pytorch ⭐ 938
Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
most recent commit 20 days ago
Tffrcnn ⭐ 900
FastER RCNN built on tensorflow
most recent commit 4 years ago
Imglab ⭐ 838
To speedup and simplify image labeling/ annotation process with multiple supported formats.
most recent commit 3 months ago
Torchdistill ⭐ 724
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.
total releases 22most recent commit 18 days ago
Openlabeling ⭐ 720
Label images and video for Computer Vision applications
most recent commit a year ago
Deep Image Matting ⭐ 706
Deep Image Matting
most recent commit 3 years ago
Review_object_detection_metrics ⭐ 673
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.
most recent commit a month ago
Deeplab Pytorch ⭐ 668
PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC
most recent commit 2 years ago
Soft Nms ⭐ 651
Object Detection
most recent commit 3 years ago
Tensorflow Deeplab V3 Plus ⭐ 637
DeepLabv3+ built in TensorFlow
most recent commit 3 years ago
Android Yolo ⭐ 608
Real-time object detection on Android using the YOLO network with TensorFlow
most recent commit a year ago
Keras Fcn ⭐ 606
Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation（Unfinished）
most recent commit 5 years ago
Pytorch Deeplab Resnet ⭐ 592
DeepLab resnet v2 model in pytorch
most recent commit a year ago
Ml Cvnets ⭐ 538
CVNets: A library for training computer vision networks
most recent commit 4 months ago
Pytorch Auto Drive ⭐ 485
PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help
most recent commit 20 days ago
Espnetv2 ⭐ 375
A light-weight, power efficient, and general purpose convolutional neural network
most recent commit 2 years ago
Edgenets ⭐ 340
This repository contains the source code of our work on designing efficient CNNs for computer vision
most recent commit a year ago
Unsupervised Semantic Segmentation ⭐ 291
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
most recent commit 3 months ago
Retinanet ⭐ 283
An implementation of RetinaNet in PyTorch.
most recent commit 4 years ago
Datumaro ⭐ 279
Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.
total releases 14most recent commit a day ago
Tensorflow Deeplab V3 ⭐ 248
DeepLabv3 built in TensorFlow
most recent commit 4 years ago
Vod Converter ⭐ 243
Convert between visual object detection datasets
most recent commit 2 years ago
Rolabelimg ⭐ 239
Label Rotated Rect On Images for training
most recent commit 2 years ago
Pytorch Deeplab ⭐ 236
DeepLab-ResNet rebuilt in Pytorch
most recent commit 4 years ago
Tensorflow Deeplab Lfov ⭐ 219
DeepLab-LargeFOV implemented in tensorflow
most recent commit a year ago
U2pl ⭐ 195
[CVPR 2022] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
most recent commit a month ago
Dsrg ⭐ 190
Weakly-Supervised Semantic Segmentation Network with Deep Seeded Region Growing (CVPR 2018).
most recent commit 4 years ago
Voc2coco ⭐ 180
How to create custom COCO data set for object detection
most recent commit a year ago
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.
most recent commit 3 years ago
Fpn ⭐ 156
Feature Pyramid Network
most recent commit 5 years ago
Lacmus ⭐ 155
Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.
most recent commit a year ago
Sunets ⭐ 144
PyTorch Implementation of Stacked U-Nets (SUNets)
most recent commit 4 years ago
Ssgrl ⭐ 136
most recent commit 5 months ago
Mib ⭐ 123
Official code for Modeling the Background for Incremental Learning in Semantic Segmentation https://arxiv.org/abs/2002.00718
most recent commit a month ago
Refinenet Image Segmentation ⭐ 114
a tensorflow implement of refinenet ,RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation
most recent commit 5 years ago
Dst Cbc ⭐ 106
Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"
most recent commit 3 months ago
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)
most recent commit 3 years ago
Label Studio Converter ⭐ 98
Tools for converting Label Studio annotations into common dataset formats
dependent packages 3total releases 69most recent commit 7 days agopypi label-studio-converter} Downloads
Kac Net ⭐ 92
Implementation of Knowledge Aided Consistency for Weakly Supervised Phrase Grounding in Tensorflow
most recent commit 4 years ago
Fewshotdetection ⭐ 88
(ECCV 2020) PyTorch implementation of paper "Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild"
most recent commit 2 years ago
Voc2coco ⭐ 85
Convert VOC format XMLs to COCO format json
most recent commit 3 years ago
Reco ⭐ 78
The implementation of "Bootstrapping Semantic Segmentation with Regional Contrast" [ICLR 2022].
most recent commit 7 months ago
Create Pascal Voc Dataset ⭐ 77
Create PASCAL VOC 2007 dataset
most recent commit 3 months ago
Chainer Pspnet ⭐ 76
PSPNet in Chainer
most recent commit 4 years ago
Gfr Dsod ⭐ 67
Improving Object Detection from Scratch via Gated Feature Reuse (BMVC 2019)
most recent commit 2 years ago
Detectionmetrics ⭐ 66
Tool to evaluate deep-learning detection and segmentation models, and to create datasets
most recent commit 3 months ago
Pytorch_melm ⭐ 66
The pytorch implementation of the Min-Entropy Latent Model for Weakly Supervised Object Detection
most recent commit 3 years ago
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.
most recent commit 2 years ago
Tpu Mobilenetssd ⭐ 62
Edge TPU Accelerator / Multi-TPU + MobileNet-SSD v2 + Python + Async + LattePandaAlpha/RaspberryPi3/LaptopPC
most recent commit 3 years ago
Oicr Pytorch ⭐ 60
Pytorch Implementation of Multiple Instance Detection Network with Online Instance Classifier Refinement
most recent commit a year ago
Scl ⭐ 58
Implementation of "SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"
most recent commit 2 years ago
Htcn ⭐ 57
Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)
most recent commit 2 years ago
Etiketai ⭐ 55
Etiketai is an online tool designed to label images, useful for training AI models
most recent commit a year ago
Image_bbox_slicer ⭐ 54
This easy-to-use library is a data transformer sometimes useful in Object Detection and Segmentation tasks. With only a few lines of code, one can slice images and their bounding box annotations into smaller tiles, both into specific sizes and into any arbitrary number of equal parts. The tool also supports resizing of images and their bounding box annotations, both by specific sizes and by a resizing/scaling factor.
total releases 10most recent commit 9 months ago
Segmentation Jittor ⭐ 53
jittor segmentation lib
most recent commit 9 months ago
Retinanet.pytorch ⭐ 51
RetinaNet implementation in PyTorch
most recent commit 5 years ago
Mix And Match ⭐ 50
Code for our AAAI 2018 work.
most recent commit 3 years ago
Retinanet_tensorflow ⭐ 47
Focal Loss for Dense Object Detection.
most recent commit 2 years ago
Fcn Googlenet ⭐ 45
GoogLeNet implementation of Fully Convolutional Networks for Semantic Segmentation in TensorFlow
most recent commit 5 years ago
Fgs Obj ⭐ 44
Object detection demo: Fine-grained search (FGS) + StructObj
most recent commit 6 years ago
Sparsemask ⭐ 43
SparseMask: Differentiable Connectivity Learning for Dense Image Prediction.
most recent commit 3 years ago
Wider Face Pascal Voc Annotations ⭐ 41
WIDER FACE annotations converted to the Pascal VOC XML format
most recent commit 3 years ago
R Cnn ⭐ 40
目标检测 - R-CNN算法实现
most recent commit 6 months ago
Mobile Image Matting ⭐ 40
a lightweight image matting model
most recent commit 3 years ago
Mobilenet Ssd Keras ⭐ 39
A Keras port of Single Shot MultiBox Detector as Mobilenet as a Backbone
most recent commit 3 years ago
Tf Semantic Segmentation ⭐ 39
Semantic Segmentation using Tensorflow on popular Datasets like Ade20k, Camvid, Coco, PascalVoc
total releases 7most recent commit a year ago
Peopleart ⭐ 35
Artwork containing people for academic use only
most recent commit 6 years ago
Wsddn.pytorch ⭐ 34
Implementation of Weakly Supervised Deep Detection Networks using the latest version of PyTorch
most recent commit 6 months ago
Wsis_bbtp ⭐ 33
Implementation of NeurIPS 2019 paper "Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior"
most recent commit 2 years ago
Segmentation_unet ⭐ 32
Semantic segmentation using U-NET
most recent commit 4 years ago
Guidedlabelling ⭐ 32
Exploiting Saliency for Object Segmentation from Image Level Labels, CVPR'17
most recent commit 4 years ago
Da Retinanet ⭐ 31
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'
most recent commit 2 months ago
Deeptraining_hands ⭐ 31
Dataset, necessary Scripts and trained SSD Model for detecting Hands in Realtime.
most recent commit 4 years ago
Fcn Segmentation Tensorflow ⭐ 29
FCN for Semantic Image Segmentation achieving 68.5 mIoU on PASCAL VOC
most recent commit 2 years ago
Dilatedfcnsegmentation ⭐ 28
[Caffe] A dilated version of FCN with Stride 2 for Efficient Semantic Segmentation
most recent commit 2 years ago
Labelimg2 ⭐ 28
labelImg2 with rotated box and extra label support
most recent commit 3 years ago
Contournet ⭐ 26
Richer Convolutional Features for Contour Detection on PASCAL VOC 2012 Dataset.
most recent commit a year ago
Visdrone Dataset Python Toolkit ⭐ 25
This repository provides a basic Pythonic toolkit for the VisDrone-Dataset (2018).
most recent commit 9 months ago
Hand Keypoint Detection ⭐ 24
Hand and Keypoint detection by caffe.
most recent commit 4 years ago
Pytorch Deeplab V3 Plus ⭐ 23
deeplab v3+: Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
most recent commit 4 years ago
Od_dataset_conversion_scripts ⭐ 21
object detection dataset conversion scripts
most recent commit 3 months ago
Erfnet Pytorch ⭐ 21
A PyTorch implementation for ERFNet on Pascal VOC data.
most recent commit 4 years ago
Voc2012 Segmentation ⭐ 20
A tool to use Pascal VOC 2012 dataset for Semantic Segmentation
most recent commit 4 years ago
Tf Deeplab ⭐ 20
Tensorflow implementation of DeepLabv2
most recent commit 5 years ago
Ccnn ⭐ 20
Code for our submision on ICCV2017. A fork from https://github.com/rbgirshick/py-faster-rcnn
most recent commit 5 years ago
Globox ⭐ 19
A package to read and convert object detection databases (COCO, YOLO, PascalVOC, LabelMe, CVAT, OpenImage, ...) and evaluate them with COCO and PascalVOC metrics.
most recent commit 2 days ago
Pascal_voc_tools ⭐ 19
some tools about pascal voc format dataset
dependent packages 1total releases 44most recent commit 2 years agopypi pascal-voc-tools} Downloads
Codenet ⭐ 18
Algorithm-hardware Co-design for Deformable Convolution
most recent commit 2 years ago
Pytorch_rfcn ⭐ 18
pytorch version of rfcn
most recent commit 4 years ago
Videoyolo ⭐ 17
Object Detection for Video with MXNet and GluonCV using YOLOv3
most recent commit 2 years ago
Ps Preciseroipooling ⭐ 17
Position sensitive PreciseRoIPooling without roi coordinates gradient backward
most recent commit 4 years ago
Ofnet ⭐ 16
Code and model for OFNet paper
most recent commit 3 years ago
Mcar ⭐ 16
Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition
most recent commit a year ago
Crfasrnn Training ⭐ 15
trainging tools for crf as rnn
most recent commit 6 years ago
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