The ORBIT dataset is a collection of videos of objects in clean and cluttered scenes recorded by people who are blind/low-vision on a mobile phone. The dataset is presented with a teachable object recognition benchmark task which aims to drive few-shot learning on challenging real-world data.
active 2023-09-15 → 2026-06-11 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 1001 days from 2023-09-15 to 2026-06-11. Pushes: 31 total, peak 5 in a day. Pull requests: 13 total, peak 2 in a day. Issues: 3 total, peak 1 in a day. Comments: 23 total, peak 7 in a day. Stars: 26 total, peak 2 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| danielamassiceti | 44 | 14 | 4 | 12 |
| Slowika | 28 | 13 | 3 | 7 |
| martinpgrayson | 13 | 3 | 2 | 2 |
| dependabot[bot] | 4 | 1 | 3 | 0 |
| microsoft-github-policy-service[bot] | 2 | 0 | 0 | 2 |
| wl421 | 1 | 0 | 0 | 0 |
| cal58 | 1 | 0 | 1 | 0 |
| Sebo-the-tramp | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Pull request#16dependabot[bot]2025-06-18 02:10
- Pull request#15cal582025-04-22 08:43
- Issue#14wl4212025-03-26 03:43The link to the pre-trained checkpoints is broken
- Pull request#13danielamassiceti2024-08-13 00:27
- Pull request#13dependabot[bot]2024-07-25 10:46
- Pull request#12danielamassiceti2024-05-29 06:16
- Pull request#12dependabot[bot]2024-05-03 20:30
- Pull request#10danielamassiceti2024-04-18 07:17
- Issue comment#11danielamassiceti2024-04-18 07:15Question about personalization rules for MACs calculation
- Issue#11danielamassiceti2024-04-18 07:15Question about personalization rules for MACs calculation
- Issue#11Sebo-the-tramp2024-04-17 11:35Question about personalization rules for MACs calculation
- Pull request#10danielamassiceti2024-02-20 00:49
- Pull request#9Slowika2023-12-14 14:29
- Pull request#8martinpgrayson2023-12-14 14:29
- Issue comment#8martinpgrayson2023-12-14 14:26Update checkpoint url
- Issue comment#8Slowika2023-12-14 14:19Update checkpoint url
- Issue comment#8microsoft-github-policy-service[bot]2023-12-13 20:11Update checkpoint url
- Pull request#8martinpgrayson2023-12-13 15:57
- Pull request#7Slowika2023-12-13 08:44
- Issue comment#7Slowika2023-12-12 11:19Add MACs to personalise to the output JSON.
- Issue comment#7Slowika2023-12-04 10:18Add MACs to personalise to the output JSON.
- Issue comment#7microsoft-github-policy-service[bot]2023-12-04 10:15Add MACs to personalise to the output JSON.
- Pull request#7Slowika2023-12-04 10:14
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 26 stars here means stars gained during the window, not the repo's star count.