Roboflow
Overview of Roboflow
What is Roboflow?
Roboflow is a computer vision platform designed for developers and enterprises to build, deploy, and scale computer vision applications. It offers a comprehensive suite of tools for tasks such as automated annotation, model training, and high-performance deployment solutions.
Key Features:
- Annotation Tools: Collaborative labeling environment for creating datasets.
- Model Training: Integrated workflow for training and evaluating models.
- Deployment Infrastructure: Hosted API or edge deployment with video streams and image data.
- Open Source Deployment Solution: Roboflow Inference for running models quickly.
- Utilities: Utilities for integrating computer vision into applications.
How to use Roboflow Inference?
- Install the inference package using pip:
pip install inference - Start the inference server:
inference server start - Use the InferenceHTTPClient from the inference_sdk to load and use your model.
from inference_sdk import InferenceHTTPClient
client = InferenceHTTPClient(
api_url="http://localhost:9001",
api_key="*******"
)
with client.use_model(model_id="soccer-players-5fuqs/1"):
predictions = client.infer("https://media.roboflow.com/inference/soccer.mp4")
Why is Roboflow important?
Roboflow accelerates computer vision roadmaps with tooling and expert guidance. It enables companies to:
- Automatically detect defects on production lines.
- Reduce time spent on manual inventory tracking.
- Improve product quality, leading to lower customer return rates.
Where can I use Roboflow?
Roboflow finds applications across various industries including:
- Security
- Banking
- Retail
- Automotive
- Aerospace & Defense
- Government
- Oil & Gas
- Agriculture
- Manufacturing
- Telecommunications
- Healthcare
- Utilities
Best way to get started with Roboflow?
Start by exploring the Roboflow Universe for pre-trained models and datasets or create your own computer vision pipeline with their integrated workflow builder. You can also try their open-source deployment solution, Roboflow Inference, to quickly run models.
Customer Stories
- Automotive customer: Saved millions by detecting defects automatically.
- Logistics & freight company: Improved tracking inventory with a substantial time reduction.
- Building materials supplier: Reduced customer return rates through improved product quality.
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