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45 search results found

Supervision ⭐ 9,320

We write your reusable computer vision tools. 💜

Object Detection Metrics ⭐ 4,693

Most popular metrics used to evaluate object detection algorithms.

Make Sense ⭐ 2,854

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

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

Ssd_keras ⭐ 1,562

A Keras port of Single Shot MultiBox Detector

Efficientdet.pytorch ⭐ 1,408

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

Torchdistill ⭐ 1,171

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 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 ⭐ 939

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.

Openlabeling ⭐ 908

Label images and video for Computer Vision applications

Android Yolo ⭐ 608

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

Edgenets ⭐ 340

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

Retinanet ⭐ 283

An implementation of RetinaNet in PyTorch.

Vod Converter ⭐ 243

Convert between visual object detection datasets

Voc2coco ⭐ 180

How to create custom COCO data set for object detection

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

A package to read and convert object detection datasets (COCO, YOLO, PascalVOC, LabelMe, CVAT, OpenImage, ...) and evaluate them with COCO and PascalVOC metrics.

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)

Voc2coco ⭐ 93

Convert VOC format XMLs to COCO format json

Detectionmetrics ⭐ 72

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

Pytorch_melm ⭐ 66

The pytorch implementation of the Min-Entropy Latent Model for Weakly Supervised Object Detection

Oicr Pytorch ⭐ 60

Pytorch Implementation of Multiple Instance Detection Network with Online Instance Classifier Refinement

Da Retinanet ⭐ 58

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'

Implementation of "SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"

Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)

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.

Retinanet.pytorch ⭐ 51

RetinaNet implementation in PyTorch

Retinanet_tensorflow ⭐ 47

Focal Loss for Dense Object Detection.

目标检测 - R-CNN算法实现

Labelformat ⭐ 36

A tool for converting computer vision label formats.

Da Faster Rcnn ⭐ 35

Detectron2 implementation of DA-Faster R-CNN, Domain Adaptive Faster R-CNN for Object Detection in the Wild

Deeptraining_hands ⭐ 31

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

Visdrone Dataset Python Toolkit ⭐ 25

This repository provides a basic Pythonic toolkit for the VisDrone-Dataset (2018).

Od_dataset_conversion_scripts ⭐ 21

object detection dataset conversion scripts

Algorithm-hardware Co-design for Deformable Convolution

Sc2 Benchmark ⭐ 18

[TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"

Videoyolo ⭐ 17

Object Detection for Video with MXNet and GluonCV using YOLOv3

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.

Simple Object Detection ⭐ 10

A simple yet effective repo for object detection based on the FCOS architecture.

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.

Retinanet ⭐ 6

Standard RetinaNet implemented with Pure PyTorch (Work in progress)

Stdn.pytorch ⭐ 6

stdn implement with pytorch

Oscd Datasets ⭐ 5

We build two benchmarks Fashion-OSCD and Pascal-OSCD, based on fashion-mnist and Pascal VOC to evaluate one-shot conditional object detection and provide convenience for the community.

Detection Experiments ⭐ 5

Playground of various object detection models implemented in PyTorch

Voc Predictions To Kitti ⭐ 5

Convert PASCAL VOC evaluation results to KITTI

Dataset Convertor ⭐ 5

Dataset-convertor tool in python for object detection dataset

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