Issues

• Go through the code and modify (if required) wherein we can feed custom positive pairs

  Berkeley-Data/irrigation_detection#107 · Filter by author suryagutta opened on Mar 2, 2021
  1

• Input data clarification - "Natural Augmented" vs Augmented data

  Berkeley-Data/irrigation_detection#106 · Filter by author oropezaev opened on Mar 1, 2021

• setup sweep

  Berkeley-Data/irrigation_detection#103 · Filter by author taeil opened on Feb 28, 2021

• downstream task evaluation

  Berkeley-Data/irrigation_detection#96 · Filter by author taeil opened on Feb 24, 2021

• New paper structure with simple writing

  Berkeley-Data/irrigation_detection#94 · Filter by author taeil opened on Feb 24, 2021
  1

  

• [everyone] set up the MoCo v2 pretraining pipeline (RESISC-45)

  Berkeley-Data/irrigation_detection#92 · Filter by author taeil opened on Feb 24, 2021
  21

  

• fix finetune.py

  Berkeley-Data/irrigation_detection#86 · Filter by author taeil opened on Feb 22, 2021
  1

  

• Tool to find the nearest available image in a dataset based on the input (lat,lng)

  Berkeley-Data/irrigation_detection#85 · Filter by author suryagutta opened on Feb 22, 2021
  2

  

• build 1000 labels

  Berkeley-Data/irrigation_detection#78 · Filter by author taeil opened on Feb 20, 2021

• download fMoW dataset and run fMoW baseline

  Berkeley-Data/irrigation_detection#76 · Filter by author taeil opened on Feb 20, 2021
  4

• multi-class classfication supervised training baseline

  Berkeley-Data/irrigation_detection#75 · Filter by author taeil opened on Feb 19, 2021
  4

  

• extract geolocation info from BE dataset

  Berkeley-Data/irrigation_detection#72 · Filter by author taeil opened on Feb 19, 2021
  3

  

• fMoW indexing images by geo-coordinate

  Berkeley-Data/irrigation_detection#71 · Filter by author taeil opened on Feb 19, 2021
  8

  

• [on hold] regenerate BE dataset with additional metadata

  Berkeley-Data/irrigation_detection#70 · Filter by author taeil opened on Feb 19, 2021

• EDA - Google Earth Tool

  Berkeley-Data/irrigation_detection#69 · Filter by author taeil opened on Feb 19, 2021
  7

  

• pretain with the one from remote sensing paper

  Berkeley-Data/irrigation_detection#61 · Filter by author taeil opened on Feb 16, 2021

• [nice to have] supervised training with RGB band

  Berkeley-Data/irrigation_detection#60 · Filter by author taeil opened on Feb 15, 2021

• redo supervised training downsample with fixed number rather than percent.

  Berkeley-Data/irrigation_detection#59 · Filter by author taeil opened on Feb 15, 2021
  2

• update section 5.1 writing

  Berkeley-Data/irrigation_detection#58 · Filter by author taeil opened on Feb 15, 2021
  

• What's the contribution from this Project/Paper?

  Berkeley-Data/irrigation_detection#56 · Filter by author suryagutta opened on Feb 14, 2021
  1

• Which augmentations help and why? are all the bands necessary, e.g. rgb vs multi-spectral?

  Berkeley-Data/irrigation_detection#55 · Filter by author suryagutta opened on Feb 14, 2021
  2

• [nice to have] imagenet_utils.py warning for 10 channels

  Berkeley-Data/irrigation_detection#49 · Filter by author taeil opened on Feb 13, 2021
  1

• update paper with latest results

  Berkeley-Data/irrigation_detection#44 · Filter by author taeil opened on Feb 13, 2021 · project direction

• visualize sample from test set

  Berkeley-Data/irrigation_detection#43 · Filter by author taeil opened on Feb 13, 2021
  7

  

• supervised training on eurosat (one or two class)

  Berkeley-Data/irrigation_detection#42 · Filter by author taeil opened on Feb 13, 2021