YOLO object detection: 2026
Websites
YOLO object detection: 2026
2026 YOLO: v8/v9/v10/v11 family, real-time performance, edge deployment.
August 21, 20263 min
Kolonell Blog
Digital tips for your business
Practical guides, market trends and stratégies to develop your digital présence in Sénégal and West Africa.
5316 articles
CLIP vision-language: 2026
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CLIP vision-language: 2026
2026 CLIP: vision-language alignment, zero-shot classification, semantic search.
August 21, 20263 min
Segment Anything SAM: 2026
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Segment Anything SAM: 2026
2026 SAM Meta: universal segmentation, SAM 2 video, accelerated annotation.
August 21, 20264 min
Computer vision edge deployment: 2026
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Computer vision edge deployment: 2026
2026 vision edge: NVIDIA Jetson, Raspberry Pi, Coral TPU, int8 optimization.
August 21, 20264 min
AI safety alignment: 2026
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AI safety alignment: 2026
2026 AI safety: RLHF, constitutional AI, red teaming. Why it became critical in production.
August 20, 20264 min
RLHF deep dive: 2026
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RLHF deep dive: 2026
2026 RLHF: full pipeline, reward hacking, DPO and RLAIF alternatives.
August 20, 20264 min
Constitutional AI: 2026
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Constitutional AI: 2026
2026 Constitutional AI Anthropic: written principles, self-critique, scalable alignment.
August 20, 20264 min
Red teaming LLM: 2026
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Red teaming LLM: 2026
2026 LLM red teaming: methodology, attacks, automation, EU AI Act obligation.
August 20, 20264 min
MTN MoMo vs Airtel Money in Uganda: Merchant Fees Compared (2026)
E-commerce
MTN MoMo vs Airtel Money in Uganda: Merchant Fees Compared (2026)
In Uganda, collecting via MTN MoMo or Airtel Money costs roughly 1.5 to 2 % per merchant transaction, and daily caps differ sharply. On UGX 12,000,000 in monthly revenue, the fee gap can top UGX 600,000 a year. Here is how to pick the operator to activate first based on volume and settlement speed.
August 20, 202611 min
Mobile Money Settlement Times in Ghana: When Do You Get Paid?
Digital Africa
Mobile Money Settlement Times in Ghana: When Do You Get Paid?
In Ghana, mobile money is instant for the buyer but lands in your merchant account in T+1 to T+2 depending on the operator. On GHS 20,000/month in revenue, that lag permanently ties up GHS 650 to GHS 1,300 of working capital. Here is how to calculate and shrink it.
August 20, 202611 min
Paystack vs Flutterwave in Nigeria: Payout Fees Breakdown (2026)
Websites
Paystack vs Flutterwave in Nigeria: Payout Fees Breakdown (2026)
In Nigeria, Paystack charges 1.5 % + NGN 100 capped at NGN 2,000, while Flutterwave sits around 1.4 %, both settling at T+1. Integration typically runs 250,000 to 600,000 FCFA and 5 to 10 days, and the confirmation webhook is mandatory. Here is the full cost and technical breakdown.
August 20, 202611 min
Multi-Operator Payment Reconciliation in Kenya: A 2026 Playbook
E-commerce
Multi-Operator Payment Reconciliation in Kenya: A 2026 Playbook
When a Kenyan merchant accepts 3+ operators, manual reconciliation produces 3 to 8 % errors and eats 6 to 10 hours a week. Automating the match between collections and orders eliminates monthly gaps worth thousands of shillings. Here is the 2026 playbook.
August 20, 202611 min
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