Hi
I'm working on a project to advise farmers on climate smart crops, aside from identifying diseases in plants, is there a way that computer vision can be used in a small scale school project to achieve this considering limited access to datasets and have you worked on any cool project involving computer vision.
Yes, this is a image recognition process that has been done in multiple ways before. I would suggest looking up relevant literature for inspiration and browsing around competition sites like Kaggle or Zindi to get access to datasets!
The coolest project I have worked on probably was something I did with a startup to recognize different hairtypes and hairstyles!
At the end of the month, we give out prizes in 3 categories: Best Content, Top Engagers and
Most Engaged Content.
Best Content
We give out cash prizes to 7 people with the best insights in the past month. The 7 winners are picked
by an in-house selection process.
The winners are NOT picked from the leaderboards/rankings, we choose winners based on the quality, originality
and insightfulness of their content.
Top Engagers
For the Top Engagers Track, we award the top 3 people who engage the most with other user's content via
comments.
The winners are picked using the "Monthly Engagers" tab on the rankings page.
Most Engaged Content
The Most Engaged Content recognizes users whose content received the most engagement during the month.
We pick the top 3.
The winners are picked using the "Monthly Contributors" tab on the rankings page.
Here are a few other things to know for the Best Content track
1
Quality over Quantity — You stand a higher chance of winning by publishing a few really good insights across the entire month,
rather than a lot of low-quality, spammy posts.
2
Share original, authentic, and engaging content that clearly reflects your voice, thoughts, and opinions.
3
Avoid using AI to generate content—use it instead to correct grammar, improve flow, enhance structure, and boost clarity.
4
Explore audio content—high-quality audio insights can significantly boost your chances of standing out.
5
Use eye-catching cover images—if your content doesn't attract attention, it's less likely to be read or engaged with.
6
Share your content in your social circles to build engagement around it.
Contributor Rankings
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The all-time ranking is based on the Contributor Score, which is a measure of all the engagement and exposure a contributor's content receives.
The monthly score sums the score on all your insights in the past 30 days. The monthly and all-time scores are calcuated DIFFERENTLY.
This page also shows the top engagers on TwoCents — these are community members that have engaged the most with other user's content.
Contributor Score
Here is a list of metrics that are used to calcuate your contributor score, arranged from
the metric with the highest weighting, to the one with the lowest weighting.
4
Comments (excluding replies)
5
Upvotes
6
Views
1
Number of insights published
2
Subscriptions received
3
Tips received
Below is a list of badges on TwoCents and their designations.
Comments