#python#mllm#point_clouds#scene_understanding#spatial_intelligence
SpatialLM is a powerful 3D language model that turns complex 3D point cloud data from videos, RGBD images, or LiDAR into clear, structured 3D scene layouts showing walls, doors, windows, and objects with labels. It works without needing special equipment and can detect user-specified object categories. This helps you understand and analyze indoor spaces better, useful for robotics, navigation, and 3D design. You can run it on your data, visualize results, and even customize detection tasks easily, making 3D scene understanding more accessible and flexible for many applications.
https://github.com/manycore-research/SpatialLM
News: #Ethiopia wheat imports to persist as rising prices, tight supply offset production gains
A new #USDA report projects that Ethiopia will continue importing about 1.4 million metric tons of #wheat despite increased domestic production, citing tight supply and surging prices. The report also notes that domestic wheat prices have risen sharply, reinforcing reliance on imports even as output grows.
Despite the expected growth in wheat production, the report warns that domestic wheat supplies remain tight, forcing millers and traders to increasingly rely on imports.
#Russia remains Ethiopia’s largest wheat supplier, accounting for 68 percent of imports, followed by #Ukraine and #Romania. Together, the three countries supplied 93 percent of Ethiopia’s wheat imports, underscoring the country’s continued reliance on Black Sea markets.
Prime Minister Abiy Ahmed has repeatedly remarked rejecting wheat import as a defining feature of Ethiopia........
Read more: https://addisstandard.com/?p=56330
News: USDA purchases #US wheat to support agricultural development in #Ethiopia and #Kenya
The United States Department of Agriculture (#USDA) has purchased 183,700 metric tons of U.S. hard red winter (HRW) wheat to support agricultural development projects in Ethiopia and Kenya, according to the U.S. Wheat Associates (USW).
The purchase, made in mid-January by the USDA’s Foreign Agricultural Service (FAS), marks the first U.S. wheat procurements under the Food for Progress program for the 2025 fiscal year. The wheat will be delivered in four cargoes—three from #Houston, #Texas, and one from #Kalama, #Washington—destined for the two #East_African countries.
Food for Progress is a U.S. government program that provides agricultural commodities to support food security and development in partner countries. Under the program, donated food commodities are sold locally,....
https://web.facebook.com/AddisstandardEng/posts/pfbid0qv13B87UsJgyuNpxxeB8Be2fj41XGjLZ1aRCDYLc85AGHGZ3hrMK9QRFKRDiQDcal
🚀 USDA Maintains Soybean Production Forecast for 2025/2026
The United States Department of Agriculture (USDA) has maintained its forecast for the 2025/2026 soybean production at 4.262 billion bushels, unchanged from its March estimate. According to Jin10, the USDA also projects the ending stocks for the same period to be 350 million bushels, slightly above the market expectation of 349 million bushels, and consistent with the March forecast. Additionally, the USDA anticipates the soybean yield to remain at 53 bushels per acre, the same as the previous month's projection.
#USDA#Soybean#Agriculture#Production#Forecast #2025 #2026 #Yield#EndingStocks#USAgri