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Barbados Traffic Analysis Challenge

Helping Barbados
$11 000 USD
25 days left
Computer Vision
Prediction
Object Tracking
Video Analytics
Deep Learning
1627 joined
148 active
Starti
Nov 07, 25
Closei
Jan 25, 26
Reveali
Jan 26, 26
Kaggle Datasets Links + A Data Related Concern
Data · 12 Nov 2025, 23:52 · 13

In case you are interested, I have uploaded the video datasets for this challenge to Kaggle; thanks to the [permissive license update](https://zindi.africa/competitions/barbados-traffic-analysis-challenge/discussions/29307).

1) Re-encoded dataset

[Re-encoded Dataset Link](https://www.kaggle.com/datasets/kipngetichv/reencoded-barbados-traffic)

2) Original High Quality Dataset

I have also uploaded the original high quality videos in parts. Each of the view label's videos are uploaded as an independent dataset since the size of the whole dataset exceeds the limit for a single dataset on Kaggle

[Norman Niles #1](https://www.kaggle.com/datasets/kipngetichv/normanniles1-barbados-traffic)

[Norman Niles #2](https://www.kaggle.com/datasets/kipngetichv/normanniles2-barbados-traffic)

[Norman Niles #3](https://www.kaggle.com/datasets/kipngetichv/normanniles3-barbados-traffic)

[Norman Niles #4](https://www.kaggle.com/datasets/kipngetichv/normanniles4-barbados-traffic)

[Sanity check](https://www.kaggle.com/code/kipngetichv/sanity-check-barbados-traffic-challenge-datasets/notebook)

# ⚠️ Missing Files

Looking at the dataset, I have noticed 184 videos from 46 time segments that were previously embargoed and are now part of the training set are still missing in the dataset sources, hopefully the organizers will update the dataset to include them

Missing segment ids: [ 179 180 342 343 516 517 812 813 969 970 1223 1224 1622 1623

1859 1860 2090 2091 2232 2233 2481 2482 2690 2691 2941 2942 3104 3105

3255 3256 3462 3463 3721 3722 3901 3902 4141 4142 4320 4321 4494 4495

4709 4710 4959 4960]

Cheers

Discussion 13 answers
User avatar
CodeJoe

Cheers man! You are awesome! Thank you🙏🙏🙏

13 Nov 2025, 00:20
Upvotes 0
User avatar
CodeJoe
13 Nov 2025, 00:21
Upvotes 2
User avatar
MICADEE
LAHASCOM

@CodeJoe I guess these datasets are currently unavailable on kaggle ?

User avatar
CodeJoe

I just checked and they are available. Check the links in my chat.

Cheers!

User avatar
MICADEE
LAHASCOM

Okay. Thanks.

User avatar
Knowledge_Seeker101
Freelance

Thanks Bro , this is very much appreciated 💯🔥

13 Nov 2025, 00:40
Upvotes 0

Huge shout-out to you who just dropped the full-res videos on Kaggle along with a ready-to-use loading script—you’re absolutely killing it! 🙌

@meganomaly Hope the organizers could see those ⚠️ Missing Files problem.

13 Nov 2025, 05:36
Upvotes 1
User avatar
meganomaly
Zindi

Thanks for picking this up @kipngetichv In the bucket brb-traffic you will find a folder called "added" with missing videos added.

14 Nov 2025, 14:13
Upvotes 2
User avatar
Juliuss
Freelance

Thanks @kipngetichv for sharing.

I have uploaded the additional 184 videos to Kaggle as well:

Compressed dataset: Barbados Traffic Analysis-Added

We are all set! Let the experiments begin 🎉

14 Nov 2025, 21:45
Upvotes 5
User avatar
MICADEE
LAHASCOM

@Juliuss additional 184 videos - Original-uncompressed dataset: Barbados Traffic Analysis-Full is nowhere to be found again on kaggle.

Please can you confirm this ?

User avatar
Juliuss
Freelance

Hello, cleanup to avoid duplication-had noted that @kipngetichv had included them in his new version of full dataset. Please find in new link:

https://www.kaggle.com/datasets/juliusmwangi/brb-traffic-original-added

@MICADEE.

User avatar
MICADEE
LAHASCOM

Oh. I see,,, Alright thanks.

Thanks a lot

15 Nov 2025, 20:34
Upvotes 1