Spaces:
Sleeping
Sleeping
Commit
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b0f11f1
1
Parent(s):
8f9d85f
update
Browse files
app.py
CHANGED
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@@ -300,14 +300,17 @@ def main():
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# Set the local images to the uploaded images
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st.session_state['dir_input'] = st.session_state['dir_uploaded_images']
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n_images = len([f for f in os.listdir(st.session_state['dir_input']) if os.path.isfile(os.path.join(st.session_state['dir_input'], f))])
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st.session_state['processing_add_on'] = f" {n_images} Images"
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uploaded_files = None
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st.session_state['uploader_idk'] += 1
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st.info(f"Processing **{n_images}** images from {st.session_state['dir_input']}")
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if
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st.session_state['dir_input'] = os.path.join(st.session_state['dir_home'],"demo")
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# dir_input = st.text_input("Input directory for images:", value=os.path.join(st.session_state['dir_home'],"demo"))
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dir_output = os.path.join(st.session_state['dir_home'],"demo_out") # st.text_input("Output directory:", value=os.path.join(st.session_state['dir_home'],"demo_out"))
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@@ -320,92 +323,88 @@ def main():
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headers = ['image',"plant_coverage_uncorrected_percen", "plant_coverage_corrected_percent", "plant_area_corrected_cm2"]
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file_exists = os.path.isfile(file_name)
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if 'input_list' not in st.session_state:
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input_images = [os.path.join(st.session_state['dir_input'], fname) for fname in os.listdir(st.session_state['dir_input']) if fname.endswith(('.jpg', '.jpeg', '.png'))]
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st.session_state.input_list = input_images
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if os.path.exists(st.session_state['dir_input']):
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st.set_page_config(layout="wide", page_title='GreenSight')
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# Set the local images to the uploaded images
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st.session_state['dir_input'] = st.session_state['dir_uploaded_images']
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st.session_state['input_list'] = [os.path.join(st.session_state['dir_input'], fname) for fname in os.listdir(st.session_state['dir_input']) if fname.endswith(('.jpg', '.jpeg', '.png'))]
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n_images = len([f for f in os.listdir(st.session_state['dir_input']) if os.path.isfile(os.path.join(st.session_state['dir_input'], f))])
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st.session_state['processing_add_on'] = f" {n_images} Images"
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uploaded_files = None
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st.session_state['uploader_idk'] += 1
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st.info(f"Processing **{n_images}** images from {st.session_state['dir_input']}")
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if st.session_state['dir_input'] is None:
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st.session_state['dir_input'] = os.path.join(st.session_state['dir_home'],"demo")
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st.session_state['input_list'] = [os.path.join(st.session_state['dir_input'], fname) for fname in os.listdir(st.session_state['dir_input']) if fname.endswith(('.jpg', '.jpeg', '.png'))]
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# dir_input = st.text_input("Input directory for images:", value=os.path.join(st.session_state['dir_home'],"demo"))
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dir_output = os.path.join(st.session_state['dir_home'],"demo_out") # st.text_input("Output directory:", value=os.path.join(st.session_state['dir_home'],"demo_out"))
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headers = ['image',"plant_coverage_uncorrected_percen", "plant_coverage_corrected_percent", "plant_area_corrected_cm2"]
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file_exists = os.path.isfile(file_name)
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if len(st.session_state['input_list']) == 0 or st.session_state['input_list'] is None:
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st.balloons()
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else:
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with img_gallery:
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selected_img = image_select("Select an image", st.session_state['input_list'], use_container_width=False)
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base_name = os.path.basename(selected_img)
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if selected_img:
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selected_img_view = Image.open(selected_img)
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with img_main:
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st.image(selected_img_view, caption="Selected Image", use_column_width='auto')
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flag_lower_bound, flag_upper_bound, plant_lower_bound, plant_upper_bound = get_color_parameters()
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flag_mask, plant_mask, mask_plant_plot, plant_rgb, plot_rgb, plant_rgb_warp, plant_mask_warp, plant_mask_bi, mask_plant_plot_bi, black_pixels_in_quad = process_image(selected_img, flag_lower_bound, flag_upper_bound, plant_lower_bound, plant_upper_bound)
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if plant_mask_warp is not None:
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plot_coverage, warp_coverage, plot_area_cm2 = calculate_coverage(mask_plant_plot_bi, plant_mask_warp, black_pixels_in_quad)
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with R_coverage:
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st.markdown(f"Uncorrected Plant Coverage: {plot_coverage}%")
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with R_plot_area_cm2:
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st.markdown(f"Corrected Plant Coverage: {warp_coverage}%")
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st.markdown(f"Corrected Plant Area: {plot_area_cm2}cm2")
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# Display masks in galleries
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with img_seg:
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st.image(plant_mask, caption="Plant Mask", use_column_width=True)
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st.image(flag_mask, caption="Flag Mask", use_column_width=True)
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with img_green:
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st.image(mask_plant_plot, caption="Plant Mask Inside Plot", use_column_width=True)
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st.image(plant_rgb, caption="Plant Material", use_column_width=True)
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with img_warp:
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st.image(plot_rgb, caption="Plant Material Inside Plot", use_column_width=True)
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st.image(plant_rgb_warp, caption="Plant Mask Inside Plot Warped to Square", use_column_width=True)
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# st.image(plot_rgb_warp, caption="Flag Mask", use_column_width=True)
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with R_save:
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if st.button('Save'):
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# Save the masks to their respective folders
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save_img(directory_manager.mask_flag, base_name, flag_mask)
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save_img(directory_manager.mask_plant, base_name, plant_mask)
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save_img(directory_manager.mask_plant_plot, base_name, mask_plant_plot)
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save_img(directory_manager.plant_rgb, base_name, plant_rgb)
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save_img(directory_manager.plot_rgb, base_name, plot_rgb)
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save_img(directory_manager.plant_rgb_warp, base_name, plant_rgb_warp)
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save_img(directory_manager.plant_mask_warp, base_name, plant_mask_warp)
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# Append the data to the CSV file
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with open(file_name, mode='a', newline='') as file:
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writer = csv.writer(file)
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# If the file doesn't exist, write the headers
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if not file_exists:
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writer.writerow(headers)
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# Write the data
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writer.writerow([f"{base_name}",f"{plot_coverage}", f"{warp_coverage}", f"{plot_area_cm2}"])
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# Remove processed image from the list
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st.session_state['input_list'].remove(selected_img)
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st.rerun()
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create_download_button(dir_output, run_name)
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else:
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with R_save:
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if st.button('Save as Failure'):
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# Append the data to the CSV file
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with open(file_name, mode='a', newline='') as file:
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writer = csv.writer(file)
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# If the file doesn't exist, write the headers
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if not file_exists:
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writer.writerow(headers)
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# Write the data
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writer.writerow([f"{base_name}",f"NA", f"NA", f"NA"])
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# Remove processed image from the list
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st.session_state['input_list'].remove(selected_img)
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st.rerun()
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st.set_page_config(layout="wide", page_title='GreenSight')
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