Top 11 pascal-voc Open-Source Projects

supervision

15 14,761 9.9 Python

We write your reusable computer vision tools. 💜

Project mention: Supervision: Reusable Computer Vision | news.ycombinator.com | 2024-03-24

You can always slice the images into smaller ones, run detection on each tile, and combine results. Supervision has a utility for this - https://supervision.roboflow.com/latest/detection/tools/infe..., but it only works with detections. You can get a much more accurate result this way. Here is some side-by-side comparison: https://github.com/roboflow/supervision/releases/tag/0.14.0.

make-sense

7 2,994 2.4 TypeScript

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

Project mention: Need help identifying a good open source data annotation tool | /r/computervision | 2023-12-07

InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
ml-cvnets

4 1,700 4.8 Python

CVNets: A library for training computer vision networks

Project mention: Apple Researchers Introduce ByteFormer: An AI Model That Consumes Only Bytes And Does Not Explicitly Model The Input Modality - MarkTechPost | /r/singularity | 2023-06-16

https://github.com/apple/ml-cvnets/tree/main/examples/byteformer - Where the code will be located once uploaded

review_object_detection_metrics

2 1,019 0.0 Python

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.
datumaro

2 489 9.4 Python

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

1 386 1.8 Python

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
label-studio-converter

1 242 7.3 Python

Tools for converting Label Studio annotations into common dataset formats
SaaSHub

www.saashub.com featured

SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
globox

1 156 7.3 Python

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

2 59 6.1 Python

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'
DA-Faster-RCNN

1 49 5.4 Python

Detectron2 implementation of DA-Faster R-CNN, Domain Adaptive Faster R-CNN for Object Detection in the Wild
yolov1_pytorch

1 0 0.0 Python

A simple implementation of YOLOv1 PyTorch and training on the PASCAL VOC dataset.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

What are some of the best open-source pascal-voc projects? This list will help you:

	Project	Stars
1	supervision	14,761
2	make-sense	2,994
3	ml-cvnets	1,700
4	review_object_detection_metrics	1,019
5	datumaro	489
6	Unsupervised-Semantic-Segmentation	386
7	label-studio-converter	242
8	globox	156
9	DA-RetinaNet	59
10	DA-Faster-RCNN	49
11	yolov1_pytorch	0