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| import numpy as np | |
| import pandas as pd | |
| WHALE_CLASSES = np.array( | |
| [ | |
| "beluga", | |
| "blue_whale", | |
| "bottlenose_dolphin", | |
| "brydes_whale", | |
| "commersons_dolphin", | |
| "common_dolphin", | |
| "cuviers_beaked_whale", | |
| "dusky_dolphin", | |
| "false_killer_whale", | |
| "fin_whale", | |
| "frasiers_dolphin", | |
| "gray_whale", | |
| "humpback_whale", | |
| "killer_whale", | |
| "long_finned_pilot_whale", | |
| "melon_headed_whale", | |
| "minke_whale", | |
| "pantropic_spotted_dolphin", | |
| "pygmy_killer_whale", | |
| "rough_toothed_dolphin", | |
| "sei_whale", | |
| "short_finned_pilot_whale", | |
| "southern_right_whale", | |
| "spinner_dolphin", | |
| "spotted_dolphin", | |
| "white_sided_dolphin", | |
| ] | |
| ) | |
| WHALE_IMAGES = np.array( | |
| [ | |
| "beluga.webp", | |
| "blue-whale.webp", | |
| "bottlenose_dolphin.webp", | |
| "brydes.webp", | |
| "common_dolphin.webp", | |
| "common_dolphin.webp", | |
| "cuviers_beaked_whale.webp", | |
| "common_dolphin.webp", | |
| "false-killer-whale.webp", | |
| "fin-whale.webp", | |
| "fin-whale.webp", | |
| "gray-whale.webp", | |
| "Humpback.webp", | |
| "killer_whale.webp", | |
| "640x427-long-finned-pilot-whale.webp", | |
| "melon.webp", | |
| "minke-whale.webp", | |
| "pantropic-spotted-dolphin.webp", | |
| "pygmy-killer-whale.webp", | |
| "rough-toothed-dolphin.webp", | |
| "sei.webp", | |
| "Whale_Short-Finned_Pilot-markedDW.png", ## Background | |
| "640x427-southern-right-whale.jpg", ## background | |
| "spinner.webp", | |
| "pantropical-spotted-dolphin.webp", ## duplicate also used for | |
| "640x427-atlantic-white-sided-dolphin.jpg", ##background | |
| ] | |
| ) | |
| WHALE_REFERENCES = np.array( | |
| [ | |
| "https://www.fisheries.noaa.gov/species/beluga-whale", | |
| "https://www.fisheries.noaa.gov/species/blue-whale", | |
| "https://www.fisheries.noaa.gov/species/common-bottlenose-dolphin", | |
| "https://www.fisheries.noaa.gov/species/brydes-whale", | |
| "commersons_dolphin - reference missing - classification to be verified", ## class matching to be verified | |
| "https://www.fisheries.noaa.gov/species/short-beaked-common-dolphin", | |
| "https://www.fisheries.noaa.gov/species/cuviers-beaked-whale", | |
| "dusky_dolphin - reference missing - classification to be verified", ## class matching to be verified | |
| "https://www.fisheries.noaa.gov/species/false-killer-whale", | |
| "https://www.fisheries.noaa.gov/species/fin-whale", | |
| "frasiers_dolphin - reference missing - classification to be verified", ## class matching to be verified | |
| "https://www.fisheries.noaa.gov/species/gray-whale", | |
| "https://www.fisheries.noaa.gov/species/humpback-whale", | |
| "https://www.fisheries.noaa.gov/species/killer-whale", | |
| "https://www.fisheries.noaa.gov/species/long-finned-pilot-whale", | |
| "https://www.fisheries.noaa.gov/species/melon-headed-whale", | |
| "https://www.fisheries.noaa.gov/species/minke-whale", | |
| "https://www.fisheries.noaa.gov/species/pantropical-spotted-dolphin", | |
| "https://www.fisheries.noaa.gov/species/pygmy-killer-whale", | |
| "https://www.fisheries.noaa.gov/species/rough-toothed-dolphin", | |
| "https://www.fisheries.noaa.gov/species/sei-whale", | |
| "https://www.fisheries.noaa.gov/species/short-finned-pilot-whale", | |
| "https://www.fisheries.noaa.gov/species/southern-right-whale", | |
| "https://www.fisheries.noaa.gov/species/spinner-dolphin", | |
| "https://www.fisheries.noaa.gov/species/pantropical-spotted-dolphin", | |
| "https://www.fisheries.noaa.gov/species/atlantic-white-sided-dolphin", | |
| ] | |
| ) | |
| # Create a dataframe | |
| df_whale_img_ref = pd.DataFrame( | |
| { | |
| "WHALE_CLASSES": WHALE_CLASSES, | |
| "WHALE_IMAGES": WHALE_IMAGES, | |
| "WHALE_REFERENCES": WHALE_REFERENCES, | |
| } | |
| ).set_index("WHALE_CLASSES") | |
| import streamlit as st | |
| from PIL import Image | |
| ## Replace this with model's output | |
| whale_classes = ["blue_whale", "gray_whale", "spotted_dolphin"] | |
| def format_whale_name(whale_class): | |
| whale_name = whale_class.replace("_", " ").title() | |
| return whale_name | |
| def display_whale(whale_class, i): | |
| st.markdown( | |
| "## :whale: #" + str(i + 1) + ": " + format_whale_name(whale_classes[i]) | |
| ) | |
| image = Image.open("images/references/" + df_whale_img_ref.loc[whale_classes[i], "WHALE_IMAGES"]) | |
| st.image(image, caption=df_whale_img_ref.loc[whale_classes[i], "WHALE_REFERENCES"]) | |
| # link st.markdown(f"[{df.loc[whale_classes[i], 'WHALE_REFERENCES']}]({df.loc[whale_classes[i], 'WHALE_REFERENCES']})") | |
| st.markdown("# Species detected (Cetacean Classifier):") | |
| for i in range(len(whale_classes)): | |
| display_whale(whale_classes[i], i) | |