kaylode
commented
2 years ago Hi @pouoq34, thank you for your comment :) For your questions:
path to street annotation files in configs/cam_configs.yaml --> i can resize street size(zone) by modifying cam_configs.yaml
You can resize the street zone and modify it yourself, but NOT by modifying cam_configs.yaml . To accomplish this, look into the zone_path argument in that file, which have demo/sample value by default. You can specify this value to your specific folder in which contains camera polygons/zones. For the format of these polygons, see demo/sample/cam_04.json for example. To change the zone size or shape, change the value for points field in the json file.
path to video file --> check my video file path
Your path is correct, I think
model's checkpoint -> replace "vehicle-counting/models/deepsort/deep/checkpoint/ckpt.t7" with "customized deepsort model result(checkpint/ckpt.t7)"
Yes, if you want to use your own deepsort checkpoint. But the default deepsort checkpoint also works well (although it was trained on human dataset, not vehicle)
I customized labels and could get customized yolo v5 weights files(best.pt). I have tried your code using my custom weights and video but it was failde :(
For now, the trained yolov5 checkpoint is not compatible with this repo. However, I will provide a checkpoint conversion script soon. If you really want to do this yourself, I give a workaround in #6.
But the error that you faced as in the image maybe due to your timm version on your local machine. Reply from efficientdet author: link.
Hello kaylode! First, Thank you for sharing your project :) It is a really helpful idea for me!
I customized labels and could get customized yolo v5 weights files(best.pt). I have tried your code using my custom weights and video but it was failde :(
When I run code without weight value. It works (but it is not result what i expected ) like this (python run.py --input_path="./cam_04.mp4" --output_path="~" )
When I run code with weight value, It shows error :(
(python run.py --input_path="./cam_04.mp4" --output_path="~" --weight="./best.pt")
you mentioned 3 things in "Start inference: Define these things before run"
as I undertood,
Am I right?
I'll wait for your reply. Again Thanks for the good research.