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Update app.py
Browse files
app.py
CHANGED
@@ -1,14 +1,13 @@
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import gradio as gr
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import requests
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import yt_dlp
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import cv2
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from google_img_source_search import ReverseImageSearcher
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from PIL import Image
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import os
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import uuid
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uid = uuid.uuid4()
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size_js = """
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function imgSize(){
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var myImg = document.getElementsByClassName("my_im");
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alert("Original width=" + realWidth + ", " + "Original height=" + realHeight);
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}"""
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def dl(inp):
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out = None
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out_file = []
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try:
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inp_out = inp.replace("https://", "")
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inp_out = inp_out.replace("/", "_").replace(".", "_").replace("=", "_").replace("?", "_")
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if "twitter" in inp:
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os.system(f'yt-dlp "{inp}" --extractor-arg "twitter:api=syndication" --trim-filenames 160 -o "{
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else:
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os.system(f'yt-dlp "{inp}" --trim-filenames 160 -o "{
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except Exception as e:
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print(e)
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return out, gr.HTML(""), "", ""
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def process_vid(file, cur_frame, every_n):
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frame_count = int(capture.get(cv2.CAP_PROP_FRAME_COUNT))
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rev_img_searcher = ReverseImageSearcher()
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html_out = ""
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count = int(every_n)
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if cur_frame == "" or cur_frame is None:
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start_frame = 0
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else:
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start_frame = int(cur_frame)
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for i in range(start_frame, frame_count-1):
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if count == int(every_n):
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count = 1
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print(i)
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capture.set(cv2.CAP_PROP_POS_FRAMES, i)
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ret, frame_f = capture.read()
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if not ret or frame_f is None:
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continue
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if not os.path.exists(temp_img_path):
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continue
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out_url = f'https://nymbo-reverse-image.hf.space/file={out}'
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print(out)
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res = rev_img_searcher.search(out_url)
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if len(res) > 0:
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for search_item in res:
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print(f'counting {count}')
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out_cnt += 1
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html_out
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<div>
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Title: {search_item.page_title}<br>
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Site: <a href='{search_item.page_url}' target='_blank'
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Img: <a href='{search_item.image_url}' target='_blank'
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<img class='my_im' src='{search_item.image_url}'><br>
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</div>"""
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capture.release()
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return (gr.HTML(f'<h1>Total Found: {out_cnt}</h1><br>{html_out}'), f"Found frame: {i}", i+int(every_n))
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count += 1
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print(i+1)
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capture.release()
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except Exception as e:
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return
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return (gr.HTML('No frame matches found.'), "", "")
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def process_im(file, url):
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if not url.startswith("https://nymbo"):
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return url
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print(f"Error in process_im: {str(e)}")
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return url
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def rev_im(image):
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try:
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os.makedirs(str(uid), exist_ok=True)
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output_path = f"{uid}/im_tmp.png"
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image = cv2.imread(image)
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if image is None:
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out = os.path.abspath(output_path)
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out_url = f'https://nymbo-reverse-image.hf.space/file={out}'
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rev_img_searcher = ReverseImageSearcher()
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res = rev_img_searcher.search(out_url)
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count = 0
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html_out = ""
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for search_item in res:
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count += 1
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html_out
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<div>
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Title: {search_item.page_title}<br>
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Site: <a href='{search_item.page_url}' target='_blank'
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Img: <a href='{search_item.image_url}' target='_blank'
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<img class='my_im' src='{search_item.image_url}'><br>
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</div>"""
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return gr.HTML(f'<h1>Total Found: {count}</h1><br>{html_out}')
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except Exception as e:
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with gr.Blocks() as app:
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with gr.Row():
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go_btn_vid = gr.Button("Start")
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next_btn = gr.Button("Next")
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gr.Column()
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with gr.Row():
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html_out = gr.HTML("")
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with gr.Row(visible=False):
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hid_box = gr.Textbox()
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def shuf(tog):
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def load_image(url):
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return url
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im_load = load_im_btn.click(load_image, inp_url, inp_im)
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next_btn.click(process_vid, [inp_vid, hid_box, every_n], [html_out, stat_box, hid_box])
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vid_load = vid_url_btn.click(dl, vid_url, [inp_vid, html_out, stat_box, hid_box])
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vid_proc = go_btn_vid.click(process_vid, [inp_vid, hid_box, every_n], [html_out, stat_box, hid_box])
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im_proc = go_btn_im.click(rev_im, inp_im, [html_out])
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source_tog.change(shuf, [source_tog], [im_box, vid_box]
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app.queue(concurrency_count=20).launch()
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import gradio as gr
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import requests
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import yt_dlp
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import cv2
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from google_img_source_search import ReverseImageSearcher
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from PIL import Image
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import os
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import uuid
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uid = uuid.uuid4()
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size_js = """
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function imgSize(){
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var myImg = document.getElementsByClassName("my_im");
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alert("Original width=" + realWidth + ", " + "Original height=" + realHeight);
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}"""
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# Function to download video from URL
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def dl(inp):
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out = None
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try:
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inp_out = inp.replace("https://", "").replace("/", "_").replace(".", "_").replace("=", "_").replace("?", "_")
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video_path = f"{uid}/{inp_out}.mp4"
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if "twitter" in inp:
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os.system(f'yt-dlp "{inp}" --extractor-arg "twitter:api=syndication" --trim-filenames 160 -o "{video_path}" -S res,mp4 --recode mp4')
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else:
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os.system(f'yt-dlp "{inp}" --trim-filenames 160 -o "{video_path}" -S res,mp4 --recode mp4')
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# Verify video download
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if not os.path.exists(video_path):
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print(f"Downloaded video {video_path} does not exist.")
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return None, gr.HTML("Download failed."), "", ""
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if os.path.getsize(video_path) == 0:
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print(f"Downloaded video {video_path} is empty.")
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return None, gr.HTML("Downloaded video is empty."), "", ""
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out = video_path
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print(f"Video downloaded successfully: {out}")
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except Exception as e:
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print(f"Error downloading video: {e}")
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return out, gr.HTML(""), "", ""
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# Function to process video frames
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def process_vid(file, cur_frame, every_n):
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if not file:
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return gr.HTML("No video file provided."), "", ""
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new_video_in = str(file)
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capture = cv2.VideoCapture(new_video_in)
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frame_count = int(capture.get(cv2.CAP_PROP_FRAME_COUNT))
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rev_img_searcher = ReverseImageSearcher()
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html_out = ""
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count = int(every_n)
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start_frame = int(cur_frame) if cur_frame else 0
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try:
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for i in range(start_frame, frame_count - 1):
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if count == int(every_n):
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count = 1
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capture.set(cv2.CAP_PROP_POS_FRAMES, i)
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ret, frame_f = capture.read()
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# Validate frame read
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if not ret or frame_f is None:
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print(f"Failed to read frame at index {i}.")
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continue
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# Check if frame is empty
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if frame_f.size == 0:
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print(f"Frame at index {i} is empty.")
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continue
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frame_path = f"{uid}-vid_tmp{i}.png"
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cv2.imwrite(frame_path, frame_f)
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out = os.path.abspath(frame_path)
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out_url = f'https://nymbo-reverse-image.hf.space/file={out}'
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print(f"Frame saved: {out}")
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# Perform reverse image search
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res = rev_img_searcher.search(out_url)
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if res:
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out_cnt = 0
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for search_item in res:
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out_cnt += 1
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html_out += f"""
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<div>
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Title: {search_item.page_title}<br>
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Site: <a href='{search_item.page_url}' target='_blank'>{search_item.page_url}</a><br>
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Img: <a href='{search_item.image_url}' target='_blank'>{search_item.image_url}</a><br>
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<img class='my_im' src='{search_item.image_url}'><br>
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</div>"""
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return gr.HTML(f'<h1>Total Found: {out_cnt}</h1><br>{html_out}'), f"Found frame: {i}", i + int(every_n)
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count += 1
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print(f"Processed frame: {i + 1}")
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except Exception as e:
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return gr.HTML(f'Error during video processing: {e}'), "", ""
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return gr.HTML('No frame matches found.'), "", ""
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# Function to process image input
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def process_im(file, url):
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if not url.startswith("https://nymbo"):
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return url
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try:
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read_file = Image.open(file)
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read_file.save(f"{uid}-tmp.png")
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action_input = f"{uid}-tmp.png"
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out = os.path.abspath(action_input)
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out_url = f'https://nymbo-reverse-image.hf.space/file={out}'
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return out_url
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except Exception as e:
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print(f"Error processing image: {e}")
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return None
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# Function to perform reverse image search
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def rev_im(image):
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try:
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image = cv2.imread(image)
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if image is None or image.size == 0:
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print("Error: Image is empty or invalid.")
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return gr.HTML("Error: Invalid image.")
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cv2.imwrite(f"{uid}-im_tmp.png", image)
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out = os.path.abspath(f"{uid}-im_tmp.png")
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out_url = f'https://nymbo-reverse-image.hf.space/file={out}'
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rev_img_searcher = ReverseImageSearcher()
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res = rev_img_searcher.search(out_url)
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html_out = ""
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count = 0
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for search_item in res:
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count += 1
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html_out += f"""
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<div>
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Title: {search_item.page_title}<br>
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Site: <a href='{search_item.page_url}' target='_blank'>{search_item.page_url}</a><br>
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Img: <a href='{search_item.image_url}' target='_blank'>{search_item.image_url}</a><br>
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<img class='my_im' src='{search_item.image_url}'><br>
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</div>"""
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return gr.HTML(f'<h1>Total Found: {count}</h1><br>{html_out}')
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except Exception as e:
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print(f"Error during reverse image search: {e}")
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return gr.HTML(f"Error: {e}")
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# Gradio app interface
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with gr.Blocks() as app:
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source_tog = gr.Radio(choices=["Image", "Video"], value="Image")
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im_box = gr.Box(visible=True)
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inp_url = gr.Textbox(label="Image URL")
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load_im_btn = gr.Button("Load Image")
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inp_im = gr.Image(label="Search Image", type='filepath')
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go_btn_im = gr.Button()
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vid_box = gr.Box(visible=False)
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vid_url = gr.Textbox(label="Video URL")
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vid_url_btn = gr.Button("Load URL")
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inp_vid = gr.Video(label="Search Video")
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every_n = gr.Number(label="Every /nth frame", value=10)
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stat_box = gr.Textbox(label="Status")
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go_btn_vid = gr.Button("Start")
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next_btn = gr.Button("Next")
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html_out = gr.HTML("")
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def shuf(tog):
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return (gr.update(visible=(tog == "Image")), gr.update(visible=(tog == "Video")))
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im_load = load_im_btn.click(lambda url: url, inp_url, inp_im)
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vid_load = vid_url_btn.click(dl, vid_url, [inp_vid, html_out, stat_box])
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vid_proc = go_btn_vid.click(process_vid, [inp_vid, "", every_n], [html_out, stat_box])
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im_proc = go_btn_im.click(rev_im, inp_im, [html_out])
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source_tog.change(shuf, [source_tog], [im_box, vid_box])
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app.queue(concurrency_count=20).launch()
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