pascal-voc

There are 2 repositories under pascal-voc topic.

rafaelpadilla / Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
average-precision bounding-boxes mean-average-precision metrics object-detection pascal-voc precision-recall
Language:Python 4106
Cartucho / mAP
mean Average Precision - This code evaluates the performance of your neural net for object recognition.
average-precision computer-vision darkflow darknet detection ground-truth machine-learning metrics neural-network object-detection pascal-voc yolo
Language:Python 2479
make-sense
SkalskiP / make-sense
Free to use online tool for labelling photos. https://makesense.ai
computer-vision deep-learning detection image-annotation labeling-photos labeling-tool landmark-detection object-detection pascal-voc posenet-model ssd-model tagging
Language:TypeScript 2258
toandaominh1997 / EfficientDet.Pytorch
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
object-detection computer-vision pytorch multibox efficientnet focalloss pascal-voc nms detection coco efficientdet-d0 demo
Language:Python 1426
DrSleep / tensorflow-deeplab-resnet
DeepLab-ResNet rebuilt in TensorFlow
tensorflow deeplab-resnet pascal-voc semantic-segmentation
Language:Python 1226
NaturalIntelligence / imglab
To speedup and simplify image labeling/ annotation process with multiple supported formats.
annotator coco dlib faceplusplus facepp fast imglab label label-images landmark landmark-points machine-learning nimn pascal-voc tenserflow
Language:HTML 831
rishizek / tensorflow-deeplab-v3-plus
DeepLabv3+ built in TensorFlow
deeplab deeplab-resnet deeplabv3 deeplabv3plus pascal-voc tensorflow
Language:Python 811
Cartucho / OpenLabeling
Label images and video for Computer Vision applications
darknet yolo gui training-yolo opencv labeling-tool bounding-boxes object-detection darkflow pascal-voc
Language:Python 806
VainF / DeepLabV3Plus-Pytorch
DeepLabv3 and DeepLabv3+ with pretrained weights for Pascal VOC & Cityscapes
cityscapes deeplabv3 deeplabv3plus pascal-voc pytorch segmentation
Language:Python 797
bharatsingh430 / soft-nms
Object Detection
coco pascal-voc detector
Language:Jupyter Notebook 754
yoshitomo-matsubara / torchdistill
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.
knowledge-distillation pytorch image-classification imagenet object-detection coco semantic-segmentation cifar10 cifar100 colab-notebook google-colab pascal-voc nlp natural-language-processing transformer glue
Language:Python 627
natanielruiz / android-yolo
Real-time object detection on Android using the YOLO network with TensorFlow
android-device yolo tensorflow android-studio tensorflow-yolo detection demo apk android object-detection pascal-voc prediction
Language:C++ 615
isht7 / pytorch-deeplab-resnet
DeepLab resnet v2 model in pytorch
deep-learning deeplab deeplab-resnet pascal-voc pytorch semantic-segmentation
Language:Python 600
rafaelpadilla / review_object_detection_metrics
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.
average-precision bounding-boxes coco-api coco-dataset mean-average-precision metrics object-detection pacal-voc-ap pascal-metrics pascal-voc precision-recall
Language:Python 584
sacmehta / EdgeNets
This repository contains the source code of our work on designing efficient CNNs for computer vision
cityscapes cnn cnn-classification dicenet espnetv2 imagenet-classifier imagenet-dataset mscoco object-detection pascal-voc pytorch semantic-segmentation shufflenetv2
Language:Python 375
voldemortX / pytorch-auto-drive
PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, PRNet, RESA, LSTR, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help
apex cityscapes culane deeplab erfnet fcn gtav lane-detection lstr mobilenet onnx pascal-voc pytorch resa scnn semantic-segmentation tensorboard tensorrt tusimple
Language:Python 358
umautobots / vod-converter
Convert between visual object detection datasets
kitti-dataset pascal-voc object-detection
Language:Python 287
rishizek / tensorflow-deeplab-v3
DeepLabv3 built in TensorFlow
deeplab deeplab-resnet deeplabv3 pascal-voc semantic-segmentation tensorflow
Language:Python 284
Unsupervised-Semantic-Segmentation
wvangansbeke / Unsupervised-Semantic-Segmentation
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
clustering contrastive-learning iccv iccv2021 moco pascal-voc representation-learning self-supervised-learning semantic-segmentation unsupervised-learning unsupervised-semantic-segmentation
Language:Python 282
speedinghzl / Pytorch-Deeplab
DeepLab-ResNet rebuilt in Pytorch
pascal-voc pytorch deeplab-resnet semantic-segmentation
Language:Python 264
openvinotoolkit / datumaro
Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.
deep-learning neural-networks openvino-toolkit computer-vision datasets format-converter dataset coco imagenet pascal-voc yolo
Language:Python 254
speedinghzl / DSRG
Weakly-Supervised Semantic Segmentation Network with Deep Seeded Region Growing (CVPR 2018).
caffe pascal-voc segmentation-network semantic-segmentation
Language:Python 238
Tony607 / voc2coco
How to create custom COCO data set for object detection
coco-dataset pascal-voc object-detection annotations
Language:Jupyter Notebook 219
DrSleep / tensorflow-deeplab-lfov
DeepLab-LargeFOV implemented in tensorflow
deeplab-largefov tensorflow pascal-voc semantic-segmentation deeplab-tensorflow
Language:Python 218
zhengyang-wang / Deeplab-v2--ResNet-101--Tensorflow
An (re-)implementation of DeepLab v2 (ResNet-101) in TensorFlow for semantic image segmentation on the PASCAL VOC 2012 dataset.
deep-learning deeplab-resnet deeplabv2 pascal-voc semantic-segmentation tensorflow
Language:Python 176
lacmus-foundation / lacmus
Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.
neural-networks computer-vision cv python keras retina-net dataset pascal-voc forest ml machine-learning object-detection ods lacmus liza-alert hacktoberfest2020 hacktoberfest
Language:Jupyter Notebook 163
bethgelab / robust-detection-benchmark
Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)
object-detection robustness autonomous-driving cityscapes pascal-voc ms-coco distortions corruptions game-of-thrones
Language:Jupyter Notebook 152
shahsohil / sunets
PyTorch Implementation of Stacked U-Nets (SUNets)
classification pascal-voc pytorch segmentation stacked-unets sunets u-net
Language:Python 149
Haochen-Wang409 / U2PL
[CVPR 2022] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
cityscapes computer-vision contrastive-learning cvpr2022 deep-learning mechine-learning pascal-voc pytorch semantic-segmentation semi-supervised-learning
Language:Python 127
cwq159 / PyTorch-Spiking-YOLOv3
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.
pytorch-yolov3 spiking-neural-network parameter-normalization ann-to-snn channel-wise-normalization eriklindernoren ultralytics yolov3-tiny convert-operators spiking-yolo snn pascal-voc coco
Language:Python 118
voldemortX / DST-CBC
Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"
semi-supervised-learning semantic-segmentation pytorch mixed-precision-training tensorboard pascal-voc cityscapes cifar
Language:Python 104
lorenmt / reco
The implementation of "Bootstrapping Semantic Segmentation with Regional Contrast" [ICLR 2022].
semantic-segmentation contrastive-learning semi-supervised-learning cityscapes pascal-voc semi-supervised-methods
Language:Python 96
heartexlabs / label-studio-converter
Tools for converting Label Studio annotations into common dataset formats
conll conll-2003 coco coco-ssd coco-image-dataset pascal-voc pascal-voc2012
Language:Python 84
roboflow-ai / voc2coco
Convert VOC format XMLs to COCO format json
computer-vision object-detection annotations converter json xml machine-learning pascal-voc coco-dataset dataset file-format-converter computer-vision-tools computer-vision-annotation computer-vision-annotation-tool tutorial
Language:Python 79
mitmul / chainer-pspnet
PSPNet in Chainer
semantic-segmentation deep-learning pspnet cityscapes pascal-voc ade20k imagenet convolutional-neural-networks chainer python
Language:Python 76
akofman / wider-face-pascal-voc-annotations
WIDER FACE annotations converted to the Pascal VOC XML format
dataset face-detection machine-learning pascal-voc widerface
Language:Python 71

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