Epigos AI
Overview of Epigos AI
Epigos AI: Computer Vision Platform to Transform Your Business Operations
What is Epigos AI?
Epigos AI is a comprehensive computer vision platform designed to empower businesses to annotate training data, train powerful models, and deploy them seamlessly into production. It allows organizations to transform their operations, automate processes, and drive intelligent decision-making, ultimately providing a competitive edge.
Key Features of Epigos AI:
- Dataset Management: Effortlessly organize, update, and access your data with advanced dataset management features. Handle large-scale datasets, maintain complete control over training data, and ensure precision and accuracy in every step of your AI journey.
- Image Annotation: Revolutionize the data annotation process with an intuitive image annotation feature, enabling quick and accurate labeling of images. Enhance productivity, reduce manual efforts, and bring labeled datasets to life.
- Model Training: Unleash the potential of AI with the exhilarating model training feature. Fine-tune models for optimal performance using cutting-edge algorithms. Develop, enhance, and monitor the complete lifecycle of your organization's models, utilizing hosted GPUs to train tailored models efficiently and cost-effectively.
- Model Deployment: Utilize managed infrastructure to deploy your model as a hosted API endpoint. Effortlessly deploy your model across diverse platforms such as NVIDIA Jetson, iOS devices, OAK cameras, Raspberry Pi, web browsers, your preferred cloud service, and beyond.
- Data Labeling Service: Outsource the time-consuming task of data annotation to Epigos AI's expert team of labelers. Ensure accurate and high-quality annotations, allowing you to focus on achieving extraordinary AI success.
How does Epigos AI work?
Epigos AI provides a complete workflow for building computer vision models, from data annotation to model deployment. Here’s a breakdown of how it works:
- Data Ingestion and Management: The platform allows users to upload and manage large datasets of images. It offers features for version control, splitting datasets, and filtering to ensure data quality.
- Image Annotation: Epigos AI provides an intuitive interface for annotating images with bounding boxes and category labels. It also offers auto-labeling features to accelerate the annotation process.
- Model Training: Users can train custom models using Epigos AI's hosted GPUs. The platform supports popular deep learning frameworks like TensorFlow and provides access to SOTA models.
- Model Deployment: Once trained, models can be deployed as hosted API endpoints. Epigos AI simplifies deployment to various platforms, including edge devices and cloud services.
Why is Epigos AI important?
In today's data-driven world, computer vision is becoming increasingly important for businesses across various industries. Epigos AI provides a comprehensive platform that makes it easier for organizations to leverage the power of computer vision to automate tasks, improve decision-making, and gain a competitive edge.
Use Cases of Epigos AI:
- Food & Beverage: Improving quality control and automating processes in food production.
- Retail: Enhancing customer experiences and optimizing inventory management.
- Automotive: Developing autonomous driving systems and improving vehicle safety.
- Logistics: Optimizing supply chain operations and improving delivery efficiency.
Who is Epigos AI for?
Epigos AI is designed for enterprises, startups, and AI partners looking to build and deploy computer vision solutions. It's suitable for:
- Data Scientists: To accelerate model development and deployment.
- AI Engineers: To streamline the computer vision workflow.
- Business Leaders: To leverage AI for improved operational efficiency and decision-making.
How to use Epigos AI?
Here's an example of how to use the Epigos AI Python SDK for object detection:
from epigos import Epigos
client = Epigos("api_key")
## load object detection model
model = client.object_detection("model_id")
## make detections
results = model.detect("path/to/your/image.jpg")
print(results.dict())
{
"detections": [
{
"label": "car",
"confidence": 0.954,
"x": 281,
"y": 187,
"width": 46,
"height": 36
}
],
"image": "<base64 image>"
}
Epigos AI simplifies the process of building and deploying computer vision models, enabling businesses to leverage the power of AI to transform their operations. With its comprehensive features, intuitive interface, and flexible deployment options, Epigos AI is a valuable tool for any organization looking to gain a competitive edge in today's AI-driven world.
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