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1. seamless-seg seamless-seg Public

   Removes tiling artifacts created from stitching together adjacent tiles in large segmentation tasks.

   Python 4

2. gff gff Public

   A Global (near-coastal) Flood Forecasting (GFF) dataset

   Python 18

3. Accumulating gradients to reduce mem... Accumulating gradients to reduce memory requirement per forward pass (using MNIST)

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   import numpy as np

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   import tensorflow as tf

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   from tensorflow.examples.tutorials.mnist import input_data

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4. Random Affine Crop in the style of A... Random Affine Crop in the style of Albumentations for a Rasterio Dataset with minimal dependencies

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   # Utility functions for managing 3x3 matrices for cv2.warpAffine in pure numpy

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   import numpy as np

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5. Mean average precision for object de... Mean average precision for object detection

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   # Reimplementation of: https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/object_detection/metrics/mean_avg_precision.py

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   # Now with more vectorisation!

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   def precision_recall_curve_th(is_tp, confs, n_true, eps=1e-8):

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       # Sort by confs

6. Run Stable Diffusion 3 from commandl... Run Stable Diffusion 3 from commandline with limited resources.

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   name: sb3

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   channels:

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       - pytorch

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       - nvidia

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       - conda-forge