Animal behavior analysis using machine learning too! A turnkey system with a pre-setup PC and all necessary peripherals for DeepLabCut.
<What is DeepLabCut (DLC)> DeepLabCut is an open-source deep learning tool specialized in analyzing animal movement and behavior, using machine learning to accurately track animal postures. Users can mark specific body parts in videos, provide that data to the learning model, and the model subsequently tracks the animal's posture in later videos. This allows for accurate and rapid analysis, which can improve research progress. Additionally, since there is no need to attach markers to the animals, non-invasive data collection is possible, enabling the observation of natural behaviors. DeepLabCut supports a variety of animal species and is utilized in medical research for studying diseases and neurological mechanisms, as well as in ecological research for observing animal behavior in the wild. <Basic Configuration of the Turnkey System for DLC> [1] DLC Software [2] Pre-configured PC for DLC [3] Camera [4] Shooting Environment *We can customize and provide an environment tailored to the target animal and research content. <Learning Results from Sample Videos of Mice Provided by DLC> https://youtu.be/GAZj3qkzAeg
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basic information
<Basic Configuration of Turnkey System for DLC> - DeepLabCut (software) - PC set up with DeepLabCut - Camera - Shooting environment *We can customize the environment according to the target animals and research content. *Specifications for equipment and PC may vary depending on the application. Please contact us for details on specifications, pricing, and delivery times. <Example Specifications for PC for DeepLabCut ver2.3> CPU: Core i9-14900K (3.20GHz 8 cores + 2.40GHz 16 cores) Memory: 128GB Storage 1: 1TB SSD M.2 NVMe Gen4 Storage 2: 1TB SSD M.2 NVMe Gen4 Video: NVIDIA Geforce RTX4090 24GB Network: on board (2.5GBase-T x1) Wi-Fi x1 Case + Power Supply: Mid-tower case + 1500W OS: Microsoft Windows 11 Professional 64bit
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Applications/Examples of results
On Tegara's website, we introduce validations using DLC, etc. - We trained a typing video with DLC. - We ran video learning with DLC on multiple GPUs. - We created a prototype of a filming environment for animal behavior using a 3D printer, etc... ▼Please take a look for your reference!▼ https://www.tegsys.net/deeplabcut_info/ <Fields of Application> Medical Research / Ecological Research / Neuroscience / Behavioral Psychology / Agriculture / Biomechanics / Education / Animal Protection / Ecosystem Studies / Animal Behavior Ecology / Brain Science / Genetics / Evolutionary Biology of Animal Behavior / Adaptation to Environmental Changes / Veterinary Medicine / Ergonomics / Botany / Robotics / Social Behavior Studies / Neurodevelopmental Research <Related Keywords> Animal Behavior Analysis / Pose Estimation / Non-invasive Data Collection / Behavior Tracking / Markerless Tracking / Tracking Specific Body Parts / Real-time Pose Tracking / Pose Marking / Animal Behavior Patterns / Recording Behavior Patterns / Quantitative Assessment of Animal Behavior / Classification of Animal Behavior / Motion Capture / Machine Learning Models
Company information
Tegara Corporation is forming a research and development platform that integrates specialized product procurement and sales, information provision, and support services for researchers and developers nationwide. In the field of research and development, where speed holds value, it is Tegara's mission to assist our customers in accelerating their research and development efforts, thereby contributing to the advancement of research and development in Japan and around the world. To remain a strong partner for researchers and developers, our company continuously hones new technologies and strengthens our support system every day.
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