#jupyter_notebook
DINOv3 offers powerful self-supervised vision models from Meta AI, like ViT up to 7B parameters and ConvNeXt, pretrained on 1.7B web or satellite images. Load them easily via PyTorch Hub, Hugging Face Transformers (v4.56+), or timm (v1.0.20+), with code examples for features, depth, detection, and segmentation. You benefit by using these top-performing, dense features without fine-tuning or labels—saving time and compute for tasks like classification, object detection, and zero-shot analysis on your images.
https://github.com/facebookresearch/dinov3
#Policy_Brief: Coercion Over Consent: #Ethiopia’s dangerous mandatory Digital ID experiment
In this policy brief, Mohamed A. argues that Ethiopia's mandatory Digital ID (#Fayda) is a "flawed and dangerous policy," not because identification itself is problematic, but because enforcement lacks legal safeguards. He emphasizes that centralizing sensitive data risks turning governance into a tool of "surveillance, control, and exclusion."
According to him, Ethiopia is "importing the concept as if it were a proven model." In Ethiopia's fragile institutional context, this amounts to "recklessness disguised as modernization," especially with foreign funding raising unresolved questions about "who controls the data."
The author urges authorities to "pause enforcement" until trust and oversight are established, arguing that without them, mandatory ID is "not progress—it is a poorly designed and dangerous policy."
https://addisstandard.com/?p=54995
🚨 Public announcements 🚨
We’re excited to announce a *TikTok Challenge* to showcase your creativity and skills! 🎥
Theme: Highlight the features and benefits of our *Passenger Online Booking* service.
How to Participate:
1️⃣ Create an engaging TikTok video in *Amharic, English, Afaan Oromo, Af Somali, Afar*.
2️⃣ Include the Online Booking requirements is *National ID* in your video.
3️⃣ Be creative, original, and fun!
Deadline: Submit your video by Monday, February 17, 2025.
🎉 Prize:
The winner will receive a *cash bonus* and *special recognition* for their outstanding creativity!
Join the content creators' group by scanning the QR code to submit your videos. We can’t wait to see your creations!
#EthioDjiboutiRailway#ComingSoon#TravelMadeEasy#StayTuned#DigitalEthiopia#Fayda