Roboflow 100 Benchmarking Tutorial with Google Colab and Docker
Roboflow 100 (RF100) is a crowdsourced object detection benchmark. It consists of 100 datasets, 224,714 images, 804 label classes divided into 7 domains. RF100 should be used in tandem with COCO to measure models performance.
This video is a step-by-step tutorial showing how to use RF100 and benchmark models in Google Colab and Docker. We use YOLOv5 and YOLOv7 as examples.
Chapters:
0:00 WTF COCO
2:02 Roboflow 100
3:13 Plan of Attack
4:02 Google Colab YOLOv7 benchmark example
9:22 Docker YOLOv5 benchmark example
11:33 YOLOv5 vs YOLOv7 comparison
12:29 Outro
Website:
Blog post:
Github:
Paper:
Papers with Code:
Google Colab Tutorial:
Roboflow Notebooks:
Explore the datasets:
Stay up to date with the projects I'm working on at and
Watch video Roboflow 100 Benchmarking Tutorial with Google Colab and Docker online without registration, duration 12 minute 43 second in high hd quality. This video was added by user Roboflow 30 November 2022, don't forget to share it with your friends and acquaintances, it has been viewed on our site 2 thousand once and liked it 40 people.