File size: 3,660 Bytes
452723c 3e960d6 f91b4c8 452723c f91b4c8 452723c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 | #!/bin/bash
# Script to perform image editing (replacing MASK_CLASSES with
# BACKGROUND_COLOR) at scale via multiprocessing.
# ===== Start of Configuration ====================================================
# SOURCE_DIR="images/images512x512"
# OUTPUT_DIR="images/images512x512_black_background"
# SEGMAP_DIR="segmaps/segmaps512x512"
# MASK_CLASSES="background" # i.e. "background cloth hat" refer src.utils.constant_utils
# BACKGROUND_COLOR="[0,0,0]"
# EXT="png"
# NUM_WORKERS=-1
# SOURCE_DIR="images/images512x512"
# OUTPUT_DIR="images/images512x512_matte_white_background"
# SEGMAP_DIR="segmaps/segmaps512x512"
# MASK_CLASSES="background" # i.e. "background cloth hat" refer src.utils.constant_utils
# BACKGROUND_COLOR="[225,225,225]" # matte_white
# EXT="png"
# NUM_WORKERS=-1
# SOURCE_DIR="images/custom1024x1024/male"
# OUTPUT_DIR="images/custom1024x1024_matte_white_background/male"
# SEGMAP_DIR="segmaps/custom1024x1024/male"
# MASK_CLASSES="background" # i.e. "background cloth hat" refer src.utils.constant_utils
# BACKGROUND_COLOR="[225,225,225]" # matte_white
# EXT="png"
# NUM_WORKERS=-1
# SOURCE_DIR="images/custom1024x1024/female"
# OUTPUT_DIR="images/custom1024x1024_matte_white_background/female"
# SEGMAP_DIR="segmaps/custom1024x1024/female"
# MASK_CLASSES="background" # i.e. "background cloth hat" refer src.utils.constant_utils
# BACKGROUND_COLOR="[225,225,225]" # matte_white
# EXT="png"
# NUM_WORKERS=-1
# SOURCE_DIR="images/custom1024x1024/female2"
# OUTPUT_DIR="images/custom1024x1024_matte_white_background/female2"
# SEGMAP_DIR="segmaps/custom1024x1024/female2"
# MASK_CLASSES="background" # i.e. "background cloth hat" refer src.utils.constant_utils
# BACKGROUND_COLOR="[225,225,225]" # matte_white
# EXT="png"
# NUM_WORKERS=-1
SOURCE_DIR="images/custom1024x1024/exemplars_male"
OUTPUT_DIR="images/custom1024x1024_matte_white_background/exemplars_male"
SEGMAP_DIR="segmaps/custom1024x1024/exemplars_male"
MASK_CLASSES="background" # i.e. "background cloth hat" refer src.utils.constant_utils
BACKGROUND_COLOR="[225,225,225]" # matte_white
EXT="png"
NUM_WORKERS=-1
# SOURCE_DIR="images/custom1024x1024/exemplars_female"
# OUTPUT_DIR="images/custom1024x1024_matte_white_background/exemplars_female"
# SEGMAP_DIR="segmaps/custom1024x1024/exemplars_female"
# MASK_CLASSES="background" # i.e. "background cloth hat" refer src.utils.constant_utils
# BACKGROUND_COLOR="[225,225,225]" # matte_white
# EXT="png"
# NUM_WORKERS=-1
# ===== End of Configuration ====================================================
log_dir="logs"
mkdir -p $log_dir
timestamp=$(date +"%Y%m%d_%H%M%S")
log_file="$log_dir/$timestamp.log"
start_time=$(date +"%Y-%m-%d %H:%M:%S")
start_sec=$(date +%s)
echo "Script started at: $start_time" | tee -a "$log_file"
python -m src.edit_images_by_class \
--source_dir "$SOURCE_DIR" \
--segmap_dir "$SEGMAP_DIR" \
--output_dir "$OUTPUT_DIR" \
--mask_classes $MASK_CLASSES \
--background_color "$BACKGROUND_COLOR" \
--ext "$EXT" \
--workers $NUM_WORKERS 2>&1 | tee -a "$log_file" # pipe outputs & err to log file too
end_time=$(date +"%Y-%m-%d %H:%M:%S")
end_sec=$(date +%s)
echo "Script ended at: $end_time" | tee -a "$log_file"
# Calculate duration in different formats
duration_sec=$((end_sec - start_sec))
duration_min=$(echo "scale=2; $duration_sec / 60" | bc)
duration_hr=$(echo "scale=2; $duration_sec / 3600" | bc)
echo "Total duration: " | tee -a "$log_file"
echo "- In hours: ${duration_hr} hours" | tee -a "$log_file"
echo "- In minutes: ${duration_min} minutes" | tee -a "$log_file"
echo "- In seconds: ${duration_sec} seconds" | tee -a "$log_file"
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