Object Detection v4.2

Vision AI Last updated: May 15, 2023

Model Overview

Framework

TensorFlow 2.8

Accuracy

98.7%

Precision

97.2%

Recall

98.1%

Description

Advanced object detection model trained on COCO dataset with additional custom annotations. Supports real-time detection of 80 common object categories with high accuracy.

Model Architecture

{
    "model_type": "EfficientDet-D4",
    "backbone": "EfficientNet-B4",
    "input_size": [1024, 1024, 3],
    "num_classes": 80,
    "optimizer": "Adam",
    "learning_rate": 0.0001,
    "batch_size": 16
}

Model Status

Active
Version 4.2.1
Storage Usage 1.4GB / 2GB
API Requests 12,432 / mo

Quick Actions

Model Performance

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Version History

Version Status Accuracy Created Actions
4.2.1
 Active 98.7% May 15, 2023 View
4.1.3
 Archived 97.9% Apr 2, 2023 View