Top 8 yolov6 Open-Source Projects

notebooks

19 4,213 8.3 Jupyter Notebook

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

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

Yeah, inference[1] is our open source package for running locally (either directly in Python or via a Docker container). It works with all the models on Universe, models you train yourself (assuming we support the architecture; we have a bunch of notebooks available[2]), or train in our platform, plus several more general foundation models[3] (for things like embeddings, zero-shot detection, question answering, OCR, etc).
We also have a hosted API[4] you can hit for most models we support (except some of the large vision models that are really GPU-heavy) if you prefer.
[1] https://github.com/roboflow/inference
[2] https://github.com/roboflow/notebooks
[3] https://inference.roboflow.com/foundation/about/
[4] https://docs.roboflow.com/deploy/hosted-api

yolov7_d2

4 3,129 0.0 Python

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
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.
mmyolo

1 2,735 3.5 Python

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
hcaptcha-challenger

1 1,421 9.7 Python

🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.
segment-anything-video

1 914 6.1 Python

MetaSeg: Packaged version of the Segment Anything repository
TensorRT-For-YOLO-Series

1 798 3.5 C++

tensorrt for yolo series (YOLOv8, YOLOv7, YOLOv6, YOLOv5), nms plugin support
yolo_series_deepsort_pytorch

1 93 0.0 Python

Deepsort with yolo series. This project support the existing yolo detection model algorithm (YOLOV8, YOLOV7, YOLOV6, YOLOV5, YOLOV4Scaled, YOLOV4, YOLOv3', PPYOLOE, YOLOR, YOLOX ).
SaaSHub

www.saashub.com featured

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

1 84 7.6 Jupyter Notebook

yolov5, yolov8, segmenations, face, pose, keypoints on deepstream

Project mention: FLaNK Stack Weekly 29 may 2023 | dev.to | 2023-05-30

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 yolov6 projects? This list will help you:

	Project	Stars
1	notebooks	4,213
2	yolov7_d2	3,129
3	mmyolo	2,735
4	hcaptcha-challenger	1,421
5	segment-anything-video	914
6	TensorRT-For-YOLO-Series	798
7	yolo_series_deepsort_pytorch	93
8	Deepstream	84