In this article we demonstrate and evaluate a method to perform real-time object detection running on an NVIDIA Jetson TX2.
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Computer vision
Object analysis in videos and images, anomaly detection and people behavior analysis all help to transform businesses into high-tech leaders
Expertise
IMAGE PROCESSING
- Automated optical inspection (AOI), image enhancement and restoration
- Image filtering, deconvolution, transformation and alignment
- Segmentation, clustering and indexing, annotation
- Text form processing, explicit content detection, and data labeling
VIDEO PROCESSING
- Objects detection, tracking and identification
- Real-time background subtraction
- Video stabilization and enhancement
- Moving objects tracking
- Behavioral pattern classification
Use Cases
Growing tops identification
Biomass prediction
20 seconds per image to analyze and detect tops with an embedded device on one image
Achieving 90% accuracy
Ripe fruit detection
Tree disease identification
Image preprocessing
Orchards decomposition
Growth analysis
Proprietary models
Detection and identification of ID tags
Behavior analytics and patterns detection
Weight calculation
Identification of pig body parts (body, head, legs)
Computer vision, OCR and machine learning technologies
Recognize and process unstructured and semi-structured forms
Organize forms in combined categories and sub-categories
Classify single and multi-page forms
Eliminate errors frequently seen with manual data input
Portation
DRONES & ROBOTICS
Keep an object in the frame or track and interact with particular objects
MOBILE DEVICES
The camera and sensors in mobile devices improve with each new device released
WEB BROWSER
We develop computer vision algorithms using OpenCV.js that are extended to the server and to the browser client
EMBEDDED SYSTEM
You can integrate our tracking into a camera-based embedded system, whether it’s RGB or RGBD
Technologies
We apply the latest tools and technologies for computer vision development
- DEEP NEURAL NETWORKS
- COMPUTER VISION FRAMEWORKS
- TOOLS
- COMPUTER VISION LIBRARIES
InceptionV3
YOLO
SSD
SqueezeDet
Fast R-CNN
Faster R-CNN
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