---
title: "iBird Photo Sleuth — App Overview"
url: https://marlvel.ai/intel-report/reference/mitchwaite-ibird-photo-sleuth
category: Reference
developer: Mitch Waite Group
platforms: ios
rating: 4.7 (766 ratings)
pricing: paid
report_level: overview
generated: 2026-04-18
last_verified: "2026-04-18T10:07:27.619Z"
---

<!-- SECTION: Key Insight -->
> **Key Insight:** The app provides an offline, machine-learning-based identification tool for North American birds, though user feedback indicates variable accuracy in real-world conditions.

<!-- SECTION: Quick Facts -->
| Metric | Value |
|--------|-------|
| Category | Reference |
| Rating | 4.7 ★ (766) |
| Pricing | paid |
| Platforms | iOS |
| Latest Version (iOS) | 1.13 |
| Developer | Mitch Waite Group |

<!-- SECTION: Summary -->
## What is iBird Photo Sleuth?

iBird Photo Sleuth is a reference tool for North American bird identification that utilizes Apple’s CoreML machine learning to analyze user-provided photographs. The app functions offline and offers an integrated community forum for expert assistance with difficult identifications.

<!-- SECTION: Key Features -->
## Key Features

- **CoreML Identification**: Uses a machine learning model trained on over 2 million bird images to identify species from photographs.
- **Offline Functionality**: The CoreML database is contained within the app, allowing for identification without an internet connection.
- **Expert Forum Access**: Provides access to a community forum with over 100,000 members for additional identification support from ornithology experts.
- **Flexible Image Input**: Supports bird identification using photos taken directly via the camera or selected from the device's photo gallery.

<!-- SECTION: Target Audience -->
## Who is it for?

Bird enthusiasts and amateur ornithologists seeking automated identification tools for field use.

<!-- SECTION: Links -->
## Links

- [App Store](https://apps.apple.com/us/app/ibird-photo-sleuth/id1364271023?uo=2)
- [Full Intelligence Report](https://marlvel.ai/intel-report/reference/mitchwaite-ibird-photo-sleuth)

---
*This is an overview report. Sentiment analysis, competitive landscape, and SWOT analysis are available in the [full intelligence report](https://marlvel.ai/intel-report/reference/mitchwaite-ibird-photo-sleuth).*
*Generated by [Marlvel.ai](https://marlvel.ai) — Independent app intelligence.*