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First Steps

Quick Data Analysis
Installation

Tutorials

Cleaning Image Dataset
Analyzing Image Classification Dataset
Analyzing Object Detection Dataset

loading from data sources

Roboflow Universe
Kaggle
Hugging Face Datasets

data enrichment

Metadata Enrichment with Zero-Shot Classification Models
Metadata Enrichment with Zero-Shot Detection Models
Metadata Enrichment with Zero-Shot Segmentation Models

embeddings

Run fastdup on TIMM Embeddings
Run On Pre-computed Feature Vectors

Advanced FEATURES

Face Detection Video Analysis
YOLOv5 Object Detection Video Analysis

Common Uses

Visualizing data
Setting thresholds for duplicates and outliers
Using cloud storage (S3/GCP/Min.io)
Using your own ONNX model
Working with tar/tgz/zip files as input
COCO Annotations
Rotated bounding boxes

API Reference

V1 API
V0.2xx API
API Comparison

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Visual Layer
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Metadata Enrichment with Zero-Shot Segmentation Models

Enrich your visual data with zero-shot segmentations models such as Segment Anything and more.

Updated 3 months ago

Metadata Enrichment with Zero-Shot Detection Models

Run fastdup on TIMM Embeddings