I am also very interested to try pytorch/fastai on windows.
Haven’t try it yet, but this is seems what you are looking for : Howto: installation on Windows
This is my current understanding,
I am still trying to understand the code and it’s working properly, but what he said makes sense that we verify the bbox cor with the original ones by predicting them on the given dataset,(so we need to train them accordingly)
And probably using area , or ecludiean distance or something as a metric to calculate the error involved in the same
Drawing a bbox is easy as we just need to pass the coordinates just like Jeremy had shown as in the nbs
The main thing is to detect the object in the given image as there can be multiples of the same type…
Hope someone will correct me in my understanding
I’ll have to rewatch the lectures later today / look at the notebook to give an exact answer.
But, I think might be on the right track there. (probably more like some loss function on each feature/class) Perfect time to open the notebook and read some code.
Can someone tell about how to use open_image(). I am getting this type error from pathlib.py (TypeError: expected str, bytes or os.PathLike object, not dict) . I’ve tried typecasting but it is not working out ?
Just paste IMG_PATH/im0_d[FILE_NAME] in a cell and see what it is. Then paste type(IMG_PATH/im0_d[FILE_NAME]) in a cell and see what that is. I haven’t run the code yet so don’t know off the top of my head.
For PyCharm and Mac users - a list of the shortcuts Jeremy provided for Visual Studio Code.
Action (PyCharm + Mac shortcut)
Command palette- (Shift + Command + A)
Select interpreter (for fastai env) - (Shift+Command+A) and then look for “interpreter”
Select terminal shell- (Shift+Command+A) and then look for “terminal shell”
Go to symbol (Option + Command + O)
Find references (Command+ G)(go down in the references) (Command + Shift + G) (go up)(Command + Function + F7) (look for all)
Go to definition (Command + Down Arrow Key)
Go back (Command + [ )
View documentation ( Option + Space) for viewing source and (Function + F1) for viewing documentation
Hide sidebar (Command + 1) redoing it will bring it back
Zen mode (Control + Command + F) and same to get out too.
Find them all with the (Shift + Command+ A) palette option for reference.
Probably not the best list (would love suggestions) and perhaps should create a new thread for it too. Just wanted to leave myself a note. Didn’t use symbols/shorthand for keys because I had trouble with them as a new Mac user once when I didn’t use shortcuts.
This is awesome, thanks! I’ve been using PyCharm and thought I should find the equivalents (especially “Go back”). Thanks for taking the time to write this up.