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Top 3 small-object-detection Open-Source Projects
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awesome-tiny-object-detection
🕶 A curated list of Tiny Object Detection papers and related resources.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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uav-detection
Drone / Unmanned Aerial Vehicle (UAV) Detection is a very safety critical project. It takes in Infrared (IR) video streams and detects drones in it with high accuracy.
An alternative to this is to leverage existing object detection, apply the model to patches or slices of fixed size in our image, and then stitch the results together. This is the idea behind Slicing-Aided Hyper Inference!
UAV Detection is notoriously difficult as it involves small object detection. I worked on UAV detection a while ago, following is the link for your reference if it is of use to you: https://github.com/Prabhdeep1999/uav-detection
small-object-detection related posts
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How to Detect Small Objects
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Small-Object Detection using YOLOv8
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Which Azure service to host this ML model
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Library for chopping image in pieces for training
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Semantic Segmentation with 2048x1024 images
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How to convert big TIF image to smaller jpgs
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Diffusion model for synthetc data generation
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A note from our sponsor - SaaSHub
www.saashub.com | 4 May 2024
Index
What are some of the best open-source small-object-detection projects? This list will help you:
Project | Stars | |
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1 | sahi | 3,580 |
2 | awesome-tiny-object-detection | 1,400 |
3 | uav-detection | 24 |
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