Vision-Guided Loading of Compressors
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Project Background
Compressors, as the core component of air conditioners, are black in color, have highly reflective surfaces, and vary in size. To address the problem of inefficient manual loading caused by heavy weight of compressors, DexForce's spatial and embodied intelligence suite, powered by the DexVerse™ engine, guides the loading and unloading for compressors. The automated upgrading and transformation of the assembly process boosts the overall production efficiency.
Project Challenges
⦁ The pure black, highly reflective surfaces of the compressors make imaging challenging.
⦁ The wide variety of compressors complicates production scaling.
⦁ The narrow spacing between compressors demands high-precision positioning.
Case Video
Core Values
Sim2Real Model Training
Guaranteed by the exclusive binocular stereo intelligent camera in China that can generate high-precision point clouds through deep learning models. The innovation addresses the imaging problem of highly reflective compressors.
Accurate Recognition of CAD Models
Rapid production scaling realized without the need to make specific point cloud templates for different models of compressors.
Stable Grasping
- Enabled by advanced vision algorithms that accurately and quickly locate reflective bearings and guide robots for precise handling.
Product Recommendations
Stable Imaging Under Complex Lighting Conditions
By leveraging the in-house developed Sim2Real intelligent algorithms, KINGFISHER, the binocular stereo intelligent camera, utilizes two cameras to capture images from different angles. The innovative design enables the vision system to capture clear images and perform stably even in complex conditions like strong semi-outdoor lighting.
Open and Easy to Use
The camera can be quickly linked to PickWiz, the 3D vision guidance software. It leverages the DexVerse™ embodied intelligence engine to collect real-world data in real time and perform continuous cloud-based optimization of vision algorithms.
Higher Return on Investment
KINGFISHER series not only meet the requirements for wide field-of-view range in scenerios such as depalletizing and handling, but also can replace 3D industrial cameras in traditional solutions, with lower costs and higher efficiency.
Contact Us
Headquarters: 14th Floor, Shenzhen Innovation Investment Mansion, No. 1001 Keyuan Road, Nanshan District, Shenzhen City, Guangdong Province, China
Official Hotline: (+86) 0755-86727102
Official Email: contact@dexforce.com
Career: HR@dexforce.top
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