drone-dataset | Drone dataset to guide enemy drones | Machine Learning library
kandi X-RAY | drone-dataset Summary
kandi X-RAY | drone-dataset Summary
Drone dataset to guide enemy drones (with some tools)
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QUESTION
I want to train YOLOv3 to detect humans on aerial pictures. Im using VisDrone Object Detection in Images dataset: github.com/VisDrone/VisDrone-Dataset
I wrote a script that converted labels to darknet format so that i can train it according to pjreddie "Training YOLO on COCO" instructions, I double checked if my converted labels match the objects correctly and they do, I also created a proper coco.names file according to labels description on VisDrone2018-DET-toolkit on github. I created trainvalno5k.txt file by running
python 5kGenerator.py > trainvalno5k.txt
5kGenerator.py:
...ANSWER
Answered 2020-Feb-12 at 20:07It's better to using AlexeyAB repository for training.
You should use Validation set or test for evaluation of trained networks on your data.
I have trained a 26 classes dataset and I ignored 5k classes & you have 12 classes.
for
Nan
value it's better to decrease Learning Rate in starting of training. and then increasing it.you could train your network in windows & Linux and it's not matter.
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