Isaac Corley isaaccorley

## chm_dino_attention.ipynb

      
              1 file
            
          
              0 forks
            
          
              0 comments
            
          
              1 star
            
          
                isaaccorley
                / chm_dino_attention.ipynb
            
            
              Created
              May 17, 2024 19:41
            
          
        Loading

      Sorry, something went wrong. Reload?
      Sorry, we cannot display this file.
      Sorry, this file is invalid so it cannot be displayed.
      
          Viewer requires iframe.
      
    
## knn_eval_callback.py
# pip install torch lightning scikit-learn numpy tqdm faissknn
import lightning.pytorch as pl
import numpy as np
import torch
from faissknn import FaissKNNClassifier
from lightning.pytorch.utilities import rank_zero_only
from sklearn.metrics import accuracy_score, f1_score, precision_score, recall_score
from tqdm import tqdm


## download_fair1mv2.sh
# download test set
mkdir -p fair1m/train/part1
mkdir fair1m/train/part2
mkdir fair1m/validation
mkdir fair1m/test

cd fair1m/train/part1
gdown 1LWT_ybL-s88Lzg9A9wHpj0h2rJHrqrVf # train/part1/images.zip
gdown 1CnOuS8oX6T9JMqQnfFsbmf7U38G6Vc8u # train/part1/labelXml.zip
cd ..

## torchgeo_ucmerced_classifier.ipynb

      
              1 file
            
          
              0 forks
            
          
              0 comments
            
          
              0 stars
            
          
                isaaccorley
                / torchgeo_ucmerced_classifier.ipynb
            
            
              Last active
              September 23, 2022 20:36
            
              
                TorchGeo UCMerced Classifier Example
              
          
        Loading

      Sorry, something went wrong. Reload?
      Sorry, we cannot display this file.
      Sorry, this file is invalid so it cannot be displayed.
      
          Viewer requires iframe.
      
    
## etci2021_train.py
import torch
import torch.nn as nn
import torch.optim as optim
import segmentation_models_pytorch as smp
from torchmetrics import Accuracy
from tqdm import tqdm

from torchgeo.datasets import ETCI2021
from torchgeo.datamodules import ETCI2021DataModule

## untitled0.ipynb

      
              1 file
            
          
              0 forks
            
          
              0 comments
            
          
              0 stars
            
          
                isaaccorley
                / untitled0.ipynb
            
            
              Last active
              October 16, 2021 21:23
            
              
                resample-benchmarkipynb
              
          
        Loading

      Sorry, something went wrong. Reload?
      Sorry, we cannot display this file.
      Sorry, this file is invalid so it cannot be displayed.
      
          Viewer requires iframe.
      
    
## free-wsl.ps
wsl --shutdown
diskpart
select vdisk file="C:\Users\<user>\AppData\Local\Packages\CanonicalGroupLimited.Ubuntu20.04onWindows_79rhkp1fndgsc\LocalState\ext4.vhdx"
attach vdisk readonly
compact vdisk
detach vdisk
exit
	# pip install torch lightning scikit-learn numpy tqdm faissknn
	import lightning.pytorch as pl
	import numpy as np
	import torch
	from faissknn import FaissKNNClassifier
	from lightning.pytorch.utilities import rank_zero_only
	from sklearn.metrics import accuracy_score, f1_score, precision_score, recall_score
	from tqdm import tqdm
	# download test set
	mkdir -p fair1m/train/part1
	mkdir fair1m/train/part2
	mkdir fair1m/validation
	mkdir fair1m/test

	cd fair1m/train/part1
	gdown 1LWT_ybL-s88Lzg9A9wHpj0h2rJHrqrVf # train/part1/images.zip
	gdown 1CnOuS8oX6T9JMqQnfFsbmf7U38G6Vc8u # train/part1/labelXml.zip
	cd ..
	import torch
	import torch.nn as nn
	import torch.optim as optim
	import segmentation_models_pytorch as smp
	from torchmetrics import Accuracy
	from tqdm import tqdm

	from torchgeo.datasets import ETCI2021
	from torchgeo.datamodules import ETCI2021DataModule
	wsl --shutdown
	diskpart
	select vdisk file="C:\Users\<user>\AppData\Local\Packages\CanonicalGroupLimited.Ubuntu20.04onWindows_79rhkp1fndgsc\LocalState\ext4.vhdx"
	attach vdisk readonly
	compact vdisk
	detach vdisk
	exit