VisDrone-Dataset Alternatives
Similar projects and alternatives to VisDrone-Dataset
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darknet
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet ) (by AlexeyAB)
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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.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better VisDrone-Dataset alternative or higher similarity.
VisDrone-Dataset reviews and mentions
Posts with mentions or reviews of VisDrone-Dataset.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-22.
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How to Detect Small Objects
To illustrate how SAHI can be applied to detect small objects, we will use the VisDrone detection dataset from the AISKYEYE team at the Lab of Machine Learning and Data Mining, Tianjin University, China. This dataset consists of 8,629 images with side lengths ranging from 360 pixels to 2,000 pixels, making it an ideal testing ground for SAHI. Ultralytics’ YOLOv8l will serve as our base object detection model.
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Pretrained model on aerial object detection
Did not find any pretrained model but yoloV5 has a yaml file ready to download and train visdrone so it can be a good starting point.
Stats
Basic VisDrone-Dataset repo stats
2
1,082
3.5
8 months ago
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