Vision AI

Industry-leading accuracy for image understanding

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Vision API

Google Cloud’s Vision API offers powerful pre-trained machine learning models through REST and RPC APIs. Assign labels to ../../images and quickly classify them into millions of predefined categories. Detect objects and faces, read printed and handwritten text, and build valuable metadata into your image catalog.


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Benefits

Detect objects automatically
Detect and classify multiple objects including the location of each object within the image. Learn more about object detection with Vision API and AutoML Vision.
Gain intelligence at the edge
Use AutoML Vision Edge to build and deploy fast, high-accuracy models to classify ../../images at the edge, and trigger real-time actions based on local data. AutoML Vision Edge supports a variety of edge devices where resources are constrained and latency is critical. Learn more.
Reduce purchase friction
With Vision API’s vision product search, retailers can create an engaging mobile experience that enables your customers to upload a photo of an item and immediately see a list of similar items for purchase from you.
Use our data labeling service
If you have ../../images for AutoML Vision that aren’t yet labeled, Google has a team of people that can help you annotate ../../images, videos, and text to get high-quality training data. Learn more.

Features

PRICING

Cloud ML Engine charges for training ML models and running predictions with trained models. For detailed pricing information, please view the pricing guide.
Training - Predefined scale tiers - price per hour Training - AI Platform machine types - price per hour Training - Compute Engine machine types - price per hour Training - Accelerators - price per hour
BASIC $0.1900 standard $0.1900 n1-standard-4 $0.1900 NVIDIA_TESLA_K80 $0.4500
STANDARD_1 $1.9880 large_model $0.4736 n1-standard-8 $0.3800 NVIDIA_TESLA_P4 (Beta) $0.6000
PREMIUM_1 $16.5536 complex_model_s $0.2836 n1-standard-16 $0.7600 NVIDIA_TESLA_P100 $1.4600
BASIC_GPU $0.8300 complex_model_m $0.5672 n1-standard-32 $1.5200 NVIDIA_TESLA_T4 (Beta) $0.9500
BASIC_TPU $4.6900 complex_model_l $1.1344 n1-standard-64 $3.0400 NVIDIA_TESLA_V100 $2.4800
CUSTOM See the tables of machine types. standard_gpu $0.8300 n1-standard-96 $4.5600 Eight TPU_V2 cores* $4.5000
complex_model_m_gpu $2.5600 n1-highmem-2 $0.1184 Batch prediction - price per node hour
complex_model_l_gpu $3.3200 n1-highmem-4 $0.2368 $0.0791
standard_p100 $1.8400 n1-highmem-8 $0.4736 Online prediction - Machine types - price per node hour.
complex_model_m_p100 $6.6000 n1-highmem-16 $0.9472 mls1-c1-m2 (default) $0.0401
standard_v100 $2.8600 n1-highmem-32 $1.8944 mls1-c4-m2 (Beta) $0.1349
large_model_v100 $2.9536 n1-highmem-64 $3.7888
complex_model_m_v100 $10.6800 n1-highmem-96 $5.6832
complex_model_l_v100 $21.3600 n1-highcpu-16 $0.5672
cloud_tpu* $4.5000 n1-highcpu-32 $1.1344
n1-highcpu-64 $2.2688
n1-highcpu-96 $3.4020

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