coco

There are 6 repositories under coco topic.

supervision
roboflow / supervision
We write your reusable computer vision tools. 💜
classification coco computer-vision deep-learning image-processing instance-segmentation low-code machine-learning metrics object-detection oriented-bounding-box pascal-voc python pytorch tensorflow tracking video-processing yolo
Language:Python 18399
obss / sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
object-detection instance-segmentation computer-vision small-object-detection large-image mmdetection pytorch python yolov5 coco detectron2 deep-learning machine-learning remote-sensing huggingface fiftyone satellite tiling merge explainable-ai
Language:Python 3904
endernewton / tf-faster-rcnn
Tensorflow Faster RCNN for Object Detection
coco faster-rcnn mobilenet object-detection resnet tensorboard tensorflow voc
Language:Python 3648
CharlesShang / FastMaskRCNN
Mask RCNN in TensorFlow
maskrcnn rcnn fasterrcnn tensorflow detection segmentation pfn coco
Language:Python 3096
jsbroks / coco-annotator
:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints
annotate-images coco coco-annotator coco-format computer-vision datasets deep-learning detection image-annotation image-labeling image-segmentation label machine-learning
Language:Vue 2072
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 1440
SHI-Labs / OneFormer
OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023
ade20k cityscapes coco image-segmentation instance-segmentation panoptic-segmentation semantic-segmentation transformer oneformer universal-segmentation
Language:Jupyter Notebook 1431
torchdistill
yoshitomo-matsubara / torchdistill
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 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 amazon-sagemaker-lab
Language:Python 1339
xingyizhou / CenterNet2
Two-stage CenterNet
coco object-detection
Language:Python 1199
kazuto1011 / deeplab-pytorch
PyTorch re-implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC datasets
pytorch deeplab semantic-segmentation cocostuff coco voc
Language:Python 1089
spytensor / prepare_detection_dataset
convert dataset to coco/voc format
coco csv detection labelme voc
Language:Python 1075
NaturalIntelligence / imglab
To speedup and simplify image labeling/ annotation process with multiple supported formats.
facepp dlib imglab faceplusplus landmark label-images landmark-points nimn pascal-voc tenserflow coco machine-learning annotator label fast
Language:HTML 971
ultralytics / JSON2YOLO
Convert JSON annotations into YOLO format.
yolo yolov3 json coco labelbox label dataset yolov5 darknet ultralytics
Language:Python 801
bharatsingh430 / soft-nms
Object Detection
coco detector pascal-voc
Language:Jupyter Notebook 779
megvii-research / mdistiller
The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/ICCV2023/papers/Zhao_DOT_A_Distillation-Oriented_Trainer_ICCV_2023_paper.pdf
pytorch knowledge-distillation computer-vision deep-learning cifar coco cvpr2022 imagenet iccv2023
Language:Python 776
waspinator / pycococreator
Helper functions to create COCO datasets
coco computer-vision dataset machine-learning
Language:Python 771
NVlabs / FasterViT
[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention
ade20k backbone coco deep-learning foundation-models image-classification image-net object-detection pre-trained-model self-attention semantic-segmentation vision-transformer visual-recognition
Language:Python 756
Cadene / vqa.pytorch
Visual Question Answering in Pytorch
vqa deep-learning resnet skipthoughts pytorch clevr coco torch vgenome
Language:Python 711
LikeLy-Journey / SegmenTron
Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)
deeplab-v3-plus deeplabv3plus xception fast-scnn pytorch ccnet hrnet cityscapes coco eval mobilenet pointrend
Language:Python 695
leondgarse / keras_cv_attention_models
Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,efficientdet,edgenext,efficientformer,efficientnet,eva,fasternet,fastervit,fastvit,flexivit,gcvit,ghostnet,gpvit,hornet,hiera,iformer,inceptionnext,lcnet,levit,maxvit,mobilevit,moganet,nat,nfnets,pvt,swin,tinynet,tinyvit,uniformer,volo,vanillanet,yolor,yolov7,yolov8,yolox,gpt2,llama2, alias kecam
tensorflow visualizing keras attention model imagenet coco recognition detection tf tf2 clip stable-diffusion segment-anything ddpm
Language:Python 587
myvision
OvidijusParsiunas / myvision
Computer vision based ML training data generation tool :rocket:
ml machine-learning computer-vision object-detection training-data annotation labelling annotation-tool coco vgg tensorflow yolo model vision image-annotation label labeling-tool tagging image ai
Language:JavaScript 580
lpbird / imitate-coco-xcx
仿coco点餐系统的微信小程序
coco
Language:JavaScript 575
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 519
xingyizhou / UniDet
Object detection on multiple datasets with an automatically learned unified label space.
object-detection robust coco openimages objects365
Language:Python 488
dddzg / up-detr
[TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers
coco cvpr cvpr2021 detection detr self-supervised tpami transformers
Language:Python 474
Naman-ntc / Pytorch-Human-Pose-Estimation
Implementation of various human pose estimation models in pytorch on multiple datasets (MPII & COCO) along with pretrained models
chained-prediction coco coco-dataset deep-learning deeppose hourglass-network human-pose-estimation keypoints-detector mpii pose-estimation pretrained-models prm pytorch pytorch-implmention stacked-hourglass-networks
Language:Python 471
NVlabs / FAN
Official PyTorch implementation of Fully Attentional Networks
backbone deep-learning image-classification object-detection vision-transformers visual-recognition semantic-segmentation corruption imagenet out-of-distribution pre-train cityscapes coco information-bottleneck self-attention visual-grouping
Language:Python 462
ming71 / toolbox
various cv tools, such as label tools, data augmentation, label conversion, etc.
augmentation labeling-tool voc coco
Language:Jupyter Notebook 423
NVlabs / GCVit
[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers
vision-transformer ade20k coco deep-learning imagenet imagenet-classification object-detection pre-train pre-trained-model self-attention semantic-segmentation backbone visual-recognition
Language:Python 421
taokong / FoveaBox
FoveaBox: Beyond Anchor-based Object Detector
detection anchor-free object-detection foveabox coco pytorch
Language:Python 370
pylabel-project / pylabel
Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.
computer-vision annotation-tool yolov5 coco bounding-boxes dataset object-detection
Language:Python 308
fcakyon / yolov5-pip
Packaged version of ultralytics/yolov5 + many extra features
yolo yolov5 object-detection pytorch python pip ultralytics yolov3 yolov4 machine-learning deep-learning computer-vision aws coco neptune neptune-ai s3 pypi cli
Language:Python 287
RapidAI / LabelConvert
🔄 A tool for object detection and image segmentation dataset format conversion.
yolox yolov5 yolov6 coco convert yolov8 labelimg-tool labelme-annotations publaynet
Language:Python 280
fcakyon / labelme2coco
A lightweight package for converting your labelme annotations into COCO object detection format.
labelme coco object-detection instance-segmentation semantic-segmentation image-classification deep-learning machine-learning computer-vision windows linux macos python annotation-conversion
Language:Python 275
nightrome / cocostuff10k
The official homepage of the (outdated) COCO-Stuff 10K dataset.
coco semantic-segmentation dataset annotations stuff things
Language:MATLAB 275
Taeyoung96 / Yolo-to-COCO-format-converter
Yolo to COCO annotation format converter
annotations coco coco-format-converter openlabeling yolo yolo-mark
Language:Python 272

coco

roboflow / supervision

obss / sahi

endernewton / tf-faster-rcnn

CharlesShang / FastMaskRCNN

jsbroks / coco-annotator

toandaominh1997 / EfficientDet.Pytorch

SHI-Labs / OneFormer

yoshitomo-matsubara / torchdistill

xingyizhou / CenterNet2

kazuto1011 / deeplab-pytorch

spytensor / prepare_detection_dataset

NaturalIntelligence / imglab

ultralytics / JSON2YOLO

bharatsingh430 / soft-nms

megvii-research / mdistiller

waspinator / pycococreator

NVlabs / FasterViT

Cadene / vqa.pytorch

LikeLy-Journey / SegmenTron

leondgarse / keras_cv_attention_models

OvidijusParsiunas / myvision

lpbird / imitate-coco-xcx

openvinotoolkit / datumaro

xingyizhou / UniDet

dddzg / up-detr

Naman-ntc / Pytorch-Human-Pose-Estimation

NVlabs / FAN

ming71 / toolbox

NVlabs / GCVit

taokong / FoveaBox

pylabel-project / pylabel

fcakyon / yolov5-pip

RapidAI / LabelConvert

fcakyon / labelme2coco

nightrome / cocostuff10k

Taeyoung96 / Yolo-to-COCO-format-converter