OptoScale’s Post

Goodbye YOLO! Now Use T-Rex Intelligent Annotation Tool to Create Your High-Quality Dataset T-Rex Label is an intelligent annotation tool built on the zero-shot detection model T-Rex2. In this video, we showcase the application of T-Rex Label in agricultural annotation, including pest detection, plant disease detection, yield estimation, crop counting, livestock monitoring, and field management. Say goodbye to YOLO! With visual prompts, you can achieve one-click annotation, AI-assisted correction, and automatic counting, significantly improving annotation efficiency and providing high-quality datasets for agricultural model training! Try it on PC: https://lnkd.in/dabwaxqg #Agriculture #PestDetection #DiseaseDetection #AIAgriculture #YOLO #ObjectDetection #DataAnnotation #AnnotationTool

Discover the Global FieldID UI!🌱 We are on a mission to simplify the way agriculture data is shared. Varda’s Global FieldID transforms this process by: 💡Simplifying communications for advisors in the farming and food sector 💡Boosting collaboration between traders, food companies and farmers 💡Breaking down the silos and data fragmentation in the industry. Want to find out more? Read our blog on the #GlobalFieldID User Interface below: https://fieldid.varda.ag/

🌟 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫 𝐭𝐡𝐞 𝐩𝐨𝐭𝐞𝐧𝐭𝐢𝐚𝐥𝐬 𝐨𝐟 𝐓𝐫𝐚𝐜𝐤 𝐏𝐥𝐨𝐭𝐬 𝐢𝐧 ANY-maze! 🌟 How much do you know about Track Plots in ANY-maze? They are an incredibly powerful reporting tool for analyzing animal behavior! 𝐊𝐞𝐲 𝐅𝐞𝐚𝐭𝐮𝐫𝐞𝐬 𝐨𝐟 𝐓𝐫𝐚𝐜𝐤 𝐏𝐥𝐨𝐭𝐬: 🔷 Visualize the exact path an animal takes through the apparatus during a test 🔷 Highlight specific events such as freezing or rearing. 🔷 Define and view multiple track plots individually or for groups. 🔷 Analyze whole test times or specific time segments. 🔷 Choose to track the animal's center or head. Customize everything about a track plot with no restrictions: colors, line thickness, and markers. Set the background to a still image of the apparatus or a heat map. 𝐀𝐝𝐝𝐢𝐭𝐢𝐨𝐧𝐚𝐥 𝐂𝐚𝐩𝐚𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬: 🔶 Resize plots by simply dragging the corner. 🔶 Include markers for specific events like rearing. 🔶 Create plots for entire tests or any time segments (time bins). 🔶 Color-code tracks, e.g., to show when the animal moves quickly. 🔶 Use still images or heat maps as backgrounds for hybrid plots. 🔶 Play track plots as videos at real-time speed or adjust speed as needed. 🔶 Dynamically edit plot formats with a pop-up window for colors, line thickness, transparency, and more. 🔶 Define any number of different track plots within the protocol. 𝘍𝘰𝘳 𝘮𝘰𝘳𝘦 𝘥𝘦𝘵𝘢𝘪𝘭𝘦𝘥 𝘪𝘯𝘧𝘰𝘳𝘮𝘢𝘵𝘪𝘰𝘯, 𝘤𝘩𝘦𝘤𝘬 𝘰𝘶𝘵 𝘵𝘩𝘦 𝘦𝘹𝘵𝘦𝘯𝘴𝘪𝘷𝘦 𝑯𝑬𝑳𝑷 𝒔𝒆𝒄𝒕𝒊𝒐𝒏 𝘪𝘯 𝘈𝘕𝘠-𝘮𝘢𝘻𝘦, 𝘰𝘳 𝘳𝘦𝘢𝘤𝘩 𝘰𝘶𝘵 𝘵𝘰 𝘰𝘶𝘳 𝘱𝘳𝘰𝘥𝘶𝘤𝘵 𝘮𝘢𝘯𝘢𝘨𝘦𝘳𝘴 𝘢𝘵 anymaze@stoeltingeurope.com.

Interesting tool to have. https://lnkd.in/eue7GPQy

We just revamped our VectorDB recipes repository. Archived some older examples and added some new ones (including LLama3.2 vision and ColPali Vision retreiver), with an added navigation helper to easily jump around sections. Also, all examples come with a complementary colab so you don't have to waste time setting up envs. Check it out 👉 https://lnkd.in/dpRydE6y

#DiallelAnanlysis This tutorial is about Diallel Analysis Method I using Agri Analyze. Griffing Method I Diallel consists of Direct Crosses, Reciprocal Crosses and Parents in an experiments. This method provides estimation of GCA effects of Parents, SCA effects of Crosses and RCA effects of Crosses. Website Link: https://lnkd.in/dFiwR-7v Dataset (without check): https://lnkd.in/dK8ArMq5 Dataset (with check): https://lnkd.in/dK8ArMq5 Output (without check): https://lnkd.in/dMzmWdSh Output (with check): https://lnkd.in/djPKZmzQ

We have a recap of what's going on, Best of calls and more @tunein @fonsecashow

‼️Irradiated water and feed .... Do you want to put your (head, food or other) into a microwave oven 🤔 What happens when plants are watered with water that has either been placed close to a Wi-Fi router or has first been heated in a microwave oven? Or what happens if living beings are fed food that has first been heated in a microwave oven? Arthur Firstenberg illuminates these questions in his newsletter from 19 May 2022 via research and own experience. Read the entire translated newsletter here: https://lnkd.in/dcnGJjxu #Microwave #Water #Food #Plants #Animals #Electromagneticradiation

Some input sanitation bypass and cracking a hash. Easy

🐣 EggCount: Precision Egg Counting with Pre-trained Model 🥚 ✅ State-of-the-art pre-trained model ensures precise egg count, reducing manual labor and human error. 📉 ✅ Advanced image recognition technology accurately identifies and counts eggs in real-time, boosting operational efficiency. 📷 ✅ Robust data analytics provide valuable insights into egg production trends and farm performance. 📊 ✅ Automated reporting and alerts for any anomalies in egg count, aiding proactive decision-making. 🚨 ✅ Optimized for scalability, adaptable to farms of any size, ensuring consistent and reliable egg counting. 📈 #yolov8 #ObjectDetection #ComputerVision #MachineLearning #Ultralytics