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| import gradio as gr | |
| import os | |
| import cv2 | |
| import numpy as np | |
| import shutil | |
| import subprocess | |
| import time | |
| from SinglePhoto import FaceSwapper | |
| import argparse | |
| wellcomingMessage = """ | |
| <h1>Face Swapping Suite</h1> | |
| <p>All-in-one face swapping: single photo, video, multi-source, and multi-destination!</p> | |
| """ | |
| swapper = FaceSwapper() | |
| #Photo Swapping Functions | |
| def swap_single_photo(src_img, src_idx, dst_img, dst_idx, progress=gr.Progress(track_tqdm=True)): | |
| log = "" | |
| start_time = time.time() | |
| try: | |
| progress(0, desc="Preparing files") | |
| src_path = "SinglePhoto/data_src.jpg" | |
| dst_path = "SinglePhoto/data_dst.jpg" | |
| output_path = "SinglePhoto/output_swapped.jpg" | |
| os.makedirs(os.path.dirname(src_path), exist_ok=True) | |
| os.makedirs(os.path.dirname(dst_path), exist_ok=True) | |
| os.makedirs(os.path.dirname(output_path), exist_ok=True) | |
| src_img_bgr = cv2.cvtColor(src_img, cv2.COLOR_RGB2BGR) | |
| dst_img_bgr = cv2.cvtColor(dst_img, cv2.COLOR_RGB2BGR) | |
| cv2.imwrite(src_path, src_img_bgr) | |
| cv2.imwrite(dst_path, dst_img_bgr) | |
| log += f"Saved source to {src_path}, destination to {dst_path}\n" | |
| progress(0.5, desc="Swapping faces") | |
| result = swapper.swap_faces(src_path, int(src_idx), dst_path, int(dst_idx)) | |
| cv2.imwrite(output_path, result) | |
| log += f"Swapped and saved result to {output_path}\n" | |
| progress(0.8, desc="Cleaning up") | |
| try: | |
| if os.path.exists(src_path): | |
| os.remove(src_path) | |
| if os.path.exists(dst_path): | |
| os.remove(dst_path) | |
| log += "Cleaned up temp files.\n" | |
| except Exception as cleanup_error: | |
| log += f"Cleanup error: {cleanup_error}\n" | |
| progress(1, desc="Done") | |
| elapsed = time.time() - start_time | |
| log += f"Elapsed time: {elapsed:.2f} seconds\n" | |
| return output_path, log | |
| except Exception as e: | |
| log += f"Error: {e}\n" | |
| progress(1, desc="Error") | |
| elapsed = time.time() - start_time | |
| log += f"Elapsed time: {elapsed:.2f} seconds\n" | |
| return None, log | |
| def swap_single_src_multi_dst(src_img, dst_imgs, dst_indices, progress=gr.Progress(track_tqdm=True)): | |
| log = "" | |
| results = [] | |
| src_dir = "SingleSrcMultiDst/src" | |
| dst_dir = "SingleSrcMultiDst/dst" | |
| output_dir = "SingleSrcMultiDst/output" | |
| os.makedirs(src_dir, exist_ok=True) | |
| os.makedirs(dst_dir, exist_ok=True) | |
| os.makedirs(output_dir, exist_ok=True) | |
| if isinstance(dst_img, tuple): | |
| dst_img = dst_img[0] | |
| dst_img_bgr = cv2.cvtColor(dst_img, cv2.COLOR_RGB2BGR) | |
| dst_path = os.path.join(dst_dir, "data_dst.jpg") | |
| cv2.imwrite(dst_path, dst_img_bgr) | |
| log += f"Saved destination image to {dst_path}\n" | |
| progress(0.05, desc="Saved destination image") | |
| for i, src_img in enumerate(src_imgs): | |
| if isinstance(src_img, tuple): | |
| src_img = src_img[0] | |
| src_path = os.path.join(src_dir, f"data_src_{i}.jpg") | |
| output_path = os.path.join(output_dir, f"output_swapped_{i}.jpg") | |
| src_img_bgr = cv2.cvtColor(src_img, cv2.COLOR_RGB2BGR) | |
| cv2.imwrite(src_path, src_img_bgr) | |
| log += f"Saved source image {i} to {src_path}\n" | |
| try: | |
| result = swapper.swap_faces(src_path, 1, dst_path, int(dst_idx)) | |
| cv2.imwrite(output_path, result) | |
| results.append(output_path) | |
| log += f"Swapped and saved result to {output_path}\n" | |
| except Exception as e: | |
| results.append(f"Error: {e}") | |
| log += f"Error swapping source {i}: {e}\n" | |
| progress((i + 1) / len(src_imgs), desc=f"Swapping source {i+1}/{len(src_imgs)}") | |
| progress(1, desc="Done") | |
| return results, log | |
| def swap_multi_src_single_dst(src_imgs, dst_img, dst_idx, progress=gr.Progress(track_tqdm=True)): | |
| log = "" | |
| results = [] | |
| src_dir = "MultiSrcSingleDst/src" | |
| dst_dir = "MultiSrcSingleDst/dst" | |
| output_dir = "MultiSrcSingleDst/output" | |
| os.makedirs(src_dir, exist_ok=True) | |
| os.makedirs(dst_dir, exist_ok=True) | |
| os.makedirs(output_dir, exist_ok=True) | |
| if isinstance(dst_img, tuple): | |
| dst_img = dst_img[0] | |
| dst_img_bgr = cv2.cvtColor(dst_img, cv2.COLOR_RGB2BGR) | |
| dst_path = os.path.join(dst_dir, "data_dst.jpg") | |
| cv2.imwrite(dst_path, dst_img_bgr) | |
| log += f"Saved destination image to {dst_path}\n" | |
| progress(0.05, desc="Saved destination image") | |
| for i, src_img in enumerate(src_imgs): | |
| if isinstance(src_img, tuple): | |
| src_img = src_img[0] | |
| src_path = os.path.join(src_dir, f"data_src_{i}.jpg") | |
| output_path = os.path.join(output_dir, f"output_swapped_{i}.jpg") | |
| src_img_bgr = cv2.cvtColor(src_img, cv2.COLOR_RGB2BGR) | |
| cv2.imwrite(src_path, src_img_bgr) | |
| log += f"Saved source image {i} to {src_path}\n" | |
| try: | |
| result = swapper.swap_faces(src_path, 1, dst_path, int(dst_idx)) | |
| cv2.imwrite(output_path, result) | |
| results.append(output_path) | |
| log += f"Swapped and saved result to {output_path}\n" | |
| except Exception as e: | |
| results.append(f"Error: {e}") | |
| log += f"Error swapping source {i}: {e}\n" | |
| progress((i + 1) / len(src_imgs), desc=f"Swapping source {i+1}/{len(src_imgs)}") | |
| progress(1, desc="Done") | |
| return results, log | |
| def swap_multi_src_multi_dst(src_imgs, dst_imgs, dst_indices, progress=gr.Progress(track_tqdm=True)): | |
| log = "" | |
| results = [] | |
| src_dir = "MultiSrcMultiDst/src" | |
| dst_dir = "MultiSrcMultiDst/dst" | |
| output_dir = "MultiSrcMultiDst/output" | |
| os.makedirs(src_dir, exist_ok=True) | |
| os.makedirs(dst_dir, exist_ok=True) | |
| os.makedirs(output_dir, exist_ok=True) | |
| if isinstance(dst_indices, str): | |
| dst_indices_list = [int(idx.strip()) for idx in dst_indices.split(",") if idx.strip().isdigit()] | |
| else: | |
| dst_indices_list = [int(idx) for idx in dst_indices] | |
| total = max(1, len(src_imgs) * len(dst_imgs)) | |
| count = 0 | |
| for i, src_img in enumerate(src_imgs): | |
| if isinstance(src_img, tuple): | |
| src_img = src_img[0] | |
| if src_img is None: | |
| results.append(f"Error: Source image at index {i} is None") | |
| log += f"Source image at index {i} is None\n" | |
| continue | |
| src_path = os.path.join(src_dir, f"data_src_{i}.jpg") | |
| if isinstance(src_img, np.ndarray): | |
| src_img_bgr = cv2.cvtColor(src_img, cv2.COLOR_RGB2BGR) | |
| cv2.imwrite(src_path, src_img_bgr) | |
| log += f"Saved source image {i} to {src_path}\n" | |
| elif isinstance(src_img, str) and os.path.exists(src_img): | |
| shutil.copy(src_img, src_path) | |
| log += f"Copied source image {i} from {src_img} to {src_path}\n" | |
| else: | |
| results.append(f"Error: Invalid source image at index {i}") | |
| log += f"Invalid source image at index {i}\n" | |
| continue | |
| for j, dst_img in enumerate(dst_imgs): | |
| if isinstance(dst_img, tuple): | |
| dst_img = dst_img[0] | |
| if dst_img is None: | |
| results.append(f"Error: Destination image at index {j} is None") | |
| log += f"Destination image at index {j} is None\n" | |
| continue | |
| dst_path = os.path.join(dst_dir, f"data_dst_{j}.jpg") | |
| output_path = os.path.join(output_dir, f"output_swapped_{i}_{j}.jpg") | |
| if isinstance(dst_img, np.ndarray): | |
| dst_img_bgr = cv2.cvtColor(dst_img, cv2.COLOR_RGB2BGR) | |
| cv2.imwrite(dst_path, dst_img_bgr) | |
| log += f"Saved destination image {j} to {dst_path}\n" | |
| elif isinstance(dst_img, str) and os.path.exists(dst_img): | |
| shutil.copy(dst_img, dst_path) | |
| log += f"Copied destination image {j} from {dst_img} to {dst_path}\n" | |
| else: | |
| results.append(f"Error: Invalid destination image at index {j}") | |
| log += f"Invalid destination image at index {j}\n" | |
| continue | |
| try: | |
| dst_idx = dst_indices_list[j] if j < len(dst_indices_list) else 1 | |
| result = swapper.swap_faces(src_path, 1, dst_path, int(dst_idx)) | |
| cv2.imwrite(output_path, result) | |
| results.append(output_path) | |
| log += f"Swapped src {i} with dst {j} and saved to {output_path}\n" | |
| except Exception as e: | |
| results.append(f"Error: {e}") | |
| log += f"Error swapping src {i} with dst {j}: {e}\n" | |
| count += 1 | |
| progress(count / total, desc=f"Swapping ({count}/{total})") | |
| progress(1, desc="Done") | |
| return results, log | |
| def swap_single_src_multi_dst(src_img, dst_imgs, dst_indices, progress=gr.Progress(track_tqdm=True)): | |
| log = "" | |
| results = [] | |
| src_dir = "SingleSrcMultiDst/src" | |
| dst_dir = "SingleSrcMultiDst/dst" | |
| output_dir = "SingleSrcMultiDst/output" | |
| os.makedirs(src_dir, exist_ok=True) | |
| os.makedirs(dst_dir, exist_ok=True) | |
| os.makedirs(output_dir, exist_ok=True) | |
| if isinstance(src_img, tuple): | |
| src_img = src_img[0] | |
| src_path = os.path.join(src_dir, "data_src.jpg") | |
| src_img_bgr = cv2.cvtColor(src_img, cv2.COLOR_RGB2BGR) | |
| cv2.imwrite(src_path, src_img_bgr) | |
| log += f"Saved source image to {src_path}\n" | |
| progress(0.05, desc="Saved source image") | |
| if isinstance(dst_indices, str): | |
| dst_indices_list = [int(idx.strip()) for idx in dst_indices.split(",") if idx.strip().isdigit()] | |
| else: | |
| dst_indices_list = [int(idx) for idx in dst_indices] | |
| for j, dst_img in enumerate(dst_imgs): | |
| if isinstance(dst_img, tuple): | |
| dst_img = dst_img[0] | |
| dst_path = os.path.join(dst_dir, f"data_dst_{j}.jpg") | |
| output_path = os.path.join(output_dir, f"output_swapped_{j}.jpg") | |
| dst_img_bgr = cv2.cvtColor(dst_img, cv2.COLOR_RGB2BGR) | |
| cv2.imwrite(dst_path, dst_img_bgr) | |
| log += f"Saved destination image {j} to {dst_path}\n" | |
| try: | |
| dst_idx = dst_indices_list[j] if j < len(dst_indices_list) else 1 | |
| result = swapper.swap_faces(src_path, 1, dst_path, int(dst_idx)) | |
| cv2.imwrite(output_path, result) | |
| results.append(output_path) | |
| log += f"Swapped and saved result to {output_path}\n" | |
| except Exception as e: | |
| results.append(f"Error: {e}") | |
| log += f"Error swapping with destination {j}: {e}\n" | |
| progress((j + 1) / len(dst_imgs), desc=f"Swapping destination {j+1}/{len(dst_imgs)}") | |
| progress(1, desc="Done") | |
| return results, log | |
| def swap_faces_custom(src_imgs, dst_img, mapping_str, progress=gr.Progress(track_tqdm=True)): | |
| """ | |
| src_imgs: list of source images (numpy arrays) | |
| dst_img: destination image (numpy array) | |
| mapping_str: comma-separated string, e.g. "2,1,3" | |
| """ | |
| log = "" | |
| start_time = time.time() | |
| dst_path = "CustomSwap/data_dst.jpg" | |
| output_path = "CustomSwap/output_swapped.jpg" | |
| src_dir = "CustomSwap/src" | |
| temp_dir = "CustomSwap/temp" | |
| os.makedirs(src_dir, exist_ok=True) | |
| os.makedirs(temp_dir, exist_ok=True) | |
| os.makedirs(os.path.dirname(dst_path), exist_ok=True) | |
| os.makedirs(os.path.dirname(output_path), exist_ok=True) | |
| # Save destination image | |
| dst_img_bgr = cv2.cvtColor(dst_img, cv2.COLOR_RGB2BGR) | |
| cv2.imwrite(dst_path, dst_img_bgr) | |
| log += f"Saved destination image to {dst_path}\n" | |
| # Save all source images | |
| src_paths = [] | |
| for i, src_img in enumerate(src_imgs): | |
| src_path = os.path.join(src_dir, f"data_src_{i+1}.jpg") | |
| if isinstance(src_img, tuple): | |
| src_img = src_img[0] | |
| if src_img is None: | |
| log += f"Source image {i+1} is None, skipping.\n" | |
| continue | |
| if isinstance(src_img, np.ndarray): | |
| src_img_bgr = cv2.cvtColor(src_img, cv2.COLOR_RGB2BGR) | |
| cv2.imwrite(src_path, src_img_bgr) | |
| src_paths.append(src_path) | |
| log += f"Saved source image {i+1} to {src_path}\n" | |
| elif isinstance(src_img, str) and os.path.exists(src_img): | |
| shutil.copy(src_img, src_path) | |
| src_paths.append(src_path) | |
| log += f"Copied source image {i+1} from {src_img} to {src_path}\n" | |
| else: | |
| log += f"Source image {i+1} is not a valid image, skipping.\n" | |
| # Parse mapping | |
| try: | |
| mapping = [int(x.strip()) for x in mapping_str.split(",") if x.strip().isdigit()] | |
| except Exception as e: | |
| log += f"Error parsing mapping: {e}\n" | |
| elapsed = time.time() - start_time | |
| log += f"Elapsed time: {elapsed:.2f} seconds\n" | |
| return None, log | |
| # Use a temp file for iterative swapping | |
| temp_dst_path = os.path.join(temp_dir, "temp_dst.jpg") | |
| shutil.copy(dst_path, temp_dst_path) | |
| for face_idx, src_idx in enumerate(mapping, start=1): | |
| if src_idx < 1 or src_idx > len(src_paths): | |
| log += f"Invalid source index {src_idx} for face {face_idx}, skipping.\n" | |
| continue | |
| try: | |
| swapped_img = swapper.swap_faces(src_paths[src_idx-1], 1, temp_dst_path, face_idx) | |
| cv2.imwrite(temp_dst_path, swapped_img) | |
| log += f"Swapped face {face_idx} in destination with source {src_idx}\n" | |
| except Exception as e: | |
| log += f"Failed to swap face {face_idx} with source {src_idx}: {e}\n" | |
| shutil.copy(temp_dst_path, output_path) | |
| log += f"Saved swapped image to {output_path}\n" | |
| if os.path.exists(temp_dst_path): | |
| os.remove(temp_dst_path) | |
| elapsed = time.time() - start_time | |
| log += f"Elapsed time: {elapsed:.2f} seconds\n" | |
| return output_path, log | |
| #Video Swapping Functions | |
| def add_audio_to_video(original_video_path, video_no_audio_path, output_path): | |
| cmd = [ | |
| "ffmpeg", | |
| "-y", | |
| "-i", video_no_audio_path, | |
| "-i", original_video_path, | |
| "-c:v", "copy", | |
| "-c:a", "aac", | |
| "-map", "0:v:0", | |
| "-map", "1:a:0?", | |
| "-shortest", | |
| output_path | |
| ] | |
| try: | |
| subprocess.run(cmd, check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE) | |
| return True, "" | |
| except subprocess.CalledProcessError as e: | |
| return False, e.stderr.decode() | |
| def swap_video(src_img, src_idx, video, dst_idx, delete_frames_dir=True, add_audio=True, copy_to_drive=False, progress=gr.Progress()): | |
| log = "" | |
| start_time = time.time() | |
| src_path = "VideoSwapping/data_src.jpg" | |
| dst_video_path = "VideoSwapping/data_dst.mp4" | |
| frames_dir = "VideoSwapping/video_frames" | |
| swapped_dir = "VideoSwapping/swapped_frames" | |
| output_video_path = "VideoSwapping/output_tmp_output_video.mp4" | |
| final_output_path = "VideoSwapping/output_with_audio.mp4" | |
| os.makedirs(os.path.dirname(src_path), exist_ok=True) | |
| os.makedirs(os.path.dirname(dst_video_path), exist_ok=True) | |
| os.makedirs(frames_dir, exist_ok=True) | |
| os.makedirs(swapped_dir, exist_ok=True) | |
| src_img_bgr = cv2.cvtColor(src_img, cv2.COLOR_RGB2BGR) | |
| cv2.imwrite(src_path, src_img_bgr) | |
| log += f"Saved source image to {src_path}\n" | |
| progress(0.05, desc="Saved source image") | |
| if isinstance(video, str) and os.path.exists(video): | |
| shutil.copy(video, dst_video_path) | |
| log += f"Copied video to {dst_video_path}\n" | |
| else: | |
| dst_video_path = video | |
| from VideoSwapping import extract_frames, frames_to_video | |
| frame_paths = extract_frames(dst_video_path, frames_dir) | |
| log += f"Extracted {len(frame_paths)} frames to {frames_dir}\n" | |
| progress(0.15, desc="Extracted frames") | |
| swapped_files = set(os.listdir(swapped_dir)) | |
| total_frames = len(frame_paths) | |
| start_loop_time = time.time() | |
| for idx, frame_path in enumerate(frame_paths): | |
| swapped_name = f"swapped_{idx:05d}.jpg" | |
| out_path = os.path.join(swapped_dir, swapped_name) | |
| if swapped_name in swapped_files and os.path.exists(out_path): | |
| log += f"Frame {idx}: already swapped, skipping.\n" | |
| elapsed = time.time() - start_loop_time | |
| avg_time = elapsed / (idx + 1) if idx + 1 > 0 else 0 | |
| remaining = avg_time * (total_frames - (idx + 1)) | |
| mins, secs = divmod(int(remaining), 60) | |
| progress(0.15 + 0.6 * (idx + 1) / total_frames, desc=f"Swapping {idx+1}/{total_frames} | {mins:02d}:{secs:02d} left") | |
| continue | |
| try: | |
| try: | |
| swapped = swapper.swap_faces(src_path, int(src_idx), frame_path, int(dst_idx)) | |
| except ValueError as ve: | |
| if int(dst_idx) != 1 and "Target image contains" in str(ve): | |
| swapped = swapper.swap_faces(src_path, int(src_idx), frame_path, 1) | |
| log += f"Frame {idx}: dst_idx {dst_idx} not found, used 1 instead.\n" | |
| else: | |
| raise ve | |
| cv2.imwrite(out_path, swapped) | |
| log += f"Swapped frame {idx} and saved to {out_path}\n" | |
| except Exception as e: | |
| cv2.imwrite(out_path, cv2.imread(frame_path)) | |
| log += f"Failed to swap frame {idx}: {e}\n" | |
| elapsed = time.time() - start_loop_time | |
| avg_time = elapsed / (idx + 1) if idx + 1 > 0 else 0 | |
| remaining = avg_time * (total_frames - (idx + 1)) | |
| mins, secs = divmod(int(remaining), 60) | |
| progress(0.15 + 0.6 * (idx + 1) / total_frames, desc=f"Swapping {idx+1}/{total_frames} | {mins:02d}:{secs:02d} left") | |
| cap = cv2.VideoCapture(dst_video_path) | |
| fps = cap.get(cv2.CAP_PROP_FPS) | |
| cap.release() | |
| frames_to_video(swapped_dir, output_video_path, fps) | |
| log += f"Combined swapped frames into video {output_video_path}\n" | |
| progress(0.8, desc="Muxing audio") | |
| # Copy to Google Drive if requested | |
| if copy_to_drive: | |
| drive_path = "/content/drive/MyDrive/" + os.path.basename(output_video_path) | |
| try: | |
| shutil.copy(output_video_path, drive_path) | |
| log += f"Copied swapped video without audio to Google Drive: {drive_path}\n" | |
| except Exception as e: | |
| log += f"Failed to copy to Google Drive: {e}\n" | |
| if add_audio: | |
| ok, audio_log = add_audio_to_video(dst_video_path, output_video_path, final_output_path) | |
| if ok: | |
| log += f"Added audio to {final_output_path}\n" | |
| else: | |
| log += f"Audio muxing failed: {audio_log}\n" | |
| final_output_path = output_video_path | |
| else: | |
| final_output_path = output_video_path | |
| log += "Audio was not added as per user request.\n" | |
| try: | |
| if os.path.exists(src_path): | |
| os.remove(src_path) | |
| if os.path.exists(dst_video_path): | |
| os.remove(dst_video_path) | |
| if delete_frames_dir and os.path.exists(frames_dir): | |
| shutil.rmtree(frames_dir) | |
| log += "Deleted video_frames directory.\n" | |
| elif not delete_frames_dir: | |
| log += "Kept video_frames directory as requested.\n" | |
| if os.path.exists(swapped_dir): | |
| shutil.rmtree(swapped_dir) | |
| log += "Cleaned up temp files and folders.\n" | |
| except Exception as cleanup_error: | |
| log += f"Cleanup error: {cleanup_error}\n" | |
| progress(1, desc="Done") | |
| elapsed = time.time() - start_time | |
| log += f"Elapsed time: {elapsed:.2f} seconds\n" | |
| return final_output_path, log | |
| def swap_video_all_faces(src_img, video, num_faces_to_swap, delete_frames_dir=True, add_audio=True, copy_to_drive=False, progress=gr.Progress()): | |
| log = "" | |
| start_time = time.time() | |
| src_path = "VideoSwappingAllFaces/data_src.jpg" | |
| dst_video_path = "VideoSwappingAllFaces/data_dst.mp4" | |
| frames_dir = "VideoSwappingAllFaces/video_frames" | |
| swapped_dir = "VideoSwappingAllFaces/swapped_frames" | |
| output_video_path = "VideoSwappingAllFaces/output_tmp_output_video.mp4" | |
| final_output_path = "VideoSwappingAllFaces/output_with_audio.mp4" | |
| os.makedirs(os.path.dirname(src_path), exist_ok=True) | |
| os.makedirs(os.path.dirname(dst_video_path), exist_ok=True) | |
| os.makedirs(frames_dir, exist_ok=True) | |
| os.makedirs(swapped_dir, exist_ok=True) | |
| src_img_bgr = cv2.cvtColor(src_img, cv2.COLOR_RGB2BGR) | |
| cv2.imwrite(src_path, src_img_bgr) | |
| log += f"Saved source image to {src_path}\n" | |
| progress(0.05, desc="Saved source image") | |
| if isinstance(video, str) and os.path.exists(video): | |
| shutil.copy(video, dst_video_path) | |
| log += f"Copied video to {dst_video_path}\n" | |
| else: | |
| dst_video_path = video | |
| from VideoSwapping import extract_frames, frames_to_video | |
| frame_paths = extract_frames(dst_video_path, frames_dir) | |
| log += f"Extracted {len(frame_paths)} frames to {frames_dir}\n" | |
| progress(0.15, desc="Extracted frames") | |
| swapped_files = set(os.listdir(swapped_dir)) | |
| temp_dir = os.path.join(swapped_dir, "temp_swap") | |
| os.makedirs(temp_dir, exist_ok=True) | |
| total_frames = len(frame_paths) | |
| start_loop_time = time.time() | |
| for idx, frame_path in enumerate(frame_paths): | |
| swapped_name = f"swapped_{idx:05d}.jpg" | |
| out_path = os.path.join(swapped_dir, swapped_name) | |
| temp_frame_path = os.path.join(temp_dir, "temp.jpg") | |
| if swapped_name in swapped_files and os.path.exists(out_path): | |
| log += f"Frame {idx}: already swapped, skipping.\n" | |
| elapsed = time.time() - start_loop_time | |
| avg_time = elapsed / (idx + 1) if idx + 1 > 0 else 0 | |
| remaining = avg_time * (total_frames - (idx + 1)) | |
| mins, secs = divmod(int(remaining), 60) | |
| progress(0.15 + 0.6 * (idx + 1) / total_frames, desc=f"Swapping {idx+1}/{total_frames} | {mins:02d}:{secs:02d} left") | |
| continue | |
| try: | |
| shutil.copy(frame_path, temp_frame_path) | |
| for face_idx in range(1, int(num_faces_to_swap) + 1): | |
| try: | |
| swapped_img = swapper.swap_faces(src_path, 1, temp_frame_path, face_idx) | |
| cv2.imwrite(temp_frame_path, swapped_img) | |
| except Exception as e: | |
| log += f"Failed to swap face {face_idx} in frame {idx}: {e}\n" | |
| shutil.copy(temp_frame_path, out_path) | |
| log += f"Swapped all faces in frame {idx} and saved to {out_path}\n" | |
| if os.path.exists(temp_frame_path): | |
| os.remove(temp_frame_path) | |
| except Exception as e: | |
| cv2.imwrite(out_path, cv2.imread(frame_path)) | |
| log += f"Failed to swap frame {idx}: {e}\n" | |
| elapsed = time.time() - start_loop_time | |
| avg_time = elapsed / (idx + 1) if idx + 1 > 0 else 0 | |
| remaining = avg_time * (total_frames - (idx + 1)) | |
| mins, secs = divmod(int(remaining), 60) | |
| progress(0.15 + 0.6 * (idx + 1) / total_frames, desc=f"Swapping {idx+1}/{total_frames} | {mins:02d}:{secs:02d} left") | |
| if os.path.exists(temp_dir): | |
| shutil.rmtree(temp_dir) | |
| cap = cv2.VideoCapture(dst_video_path) | |
| fps = cap.get(cv2.CAP_PROP_FPS) | |
| cap.release() | |
| frames_to_video(swapped_dir, output_video_path, fps) | |
| log += f"Combined swapped frames into video {output_video_path}\n" | |
| progress(0.8, desc="Muxing audio") | |
| # Copy to Google Drive if requested | |
| if copy_to_drive: | |
| drive_path = "/content/drive/MyDrive/" + os.path.basename(output_video_path) | |
| try: | |
| shutil.copy(output_video_path, drive_path) | |
| log += f"Copied swapped video without audio to Google Drive: {drive_path}\n" | |
| except Exception as e: | |
| log += f"Failed to copy to Google Drive: {e}\n" | |
| if add_audio: | |
| ok, audio_log = add_audio_to_video(dst_video_path, output_video_path, final_output_path) | |
| if ok: | |
| log += f"Added audio to {final_output_path}\n" | |
| else: | |
| log += f"Audio muxing failed: {audio_log}\n" | |
| final_output_path = output_video_path | |
| else: | |
| final_output_path = output_video_path | |
| log += "Audio was not added as per user request.\n" | |
| try: | |
| if os.path.exists(src_path): | |
| os.remove(src_path) | |
| if os.path.exists(dst_video_path): | |
| os.remove(dst_video_path) | |
| if delete_frames_dir and os.path.exists(frames_dir): | |
| shutil.rmtree(frames_dir) | |
| log += "Deleted video_frames directory.\n" | |
| elif not delete_frames_dir: | |
| log += "Kept video_frames directory as requested.\n" | |
| if os.path.exists(swapped_dir): | |
| shutil.rmtree(swapped_dir) | |
| log += "Cleaned up temp files and folders.\n" | |
| except Exception as cleanup_error: | |
| log += f"Cleanup error: {cleanup_error}\n" | |
| progress(1, desc="Done") | |
| elapsed = time.time() - start_time | |
| log += f"Elapsed time: {elapsed:.2f} seconds\n" | |
| return final_output_path, log | |
| def swap_video_custom_mapping(src_imgs, video, mapping_str, delete_frames_dir=True, add_audio=True, copy_to_drive=False, progress=gr.Progress()): | |
| log = "" | |
| start_time = time.time() | |
| src_dir = "CustomVideoSwap/src" | |
| temp_dir = "CustomVideoSwap/temp" | |
| frames_dir = "CustomVideoSwap/frames" | |
| swapped_dir = "CustomVideoSwap/swapped_frames" | |
| output_video_path = "CustomVideoSwap/output_tmp_output_video.mp4" | |
| final_output_path = "CustomVideoSwap/output_with_audio.mp4" | |
| dst_video_path = "CustomVideoSwap/data_dst.mp4" | |
| os.makedirs(src_dir, exist_ok=True) | |
| os.makedirs(temp_dir, exist_ok=True) | |
| os.makedirs(frames_dir, exist_ok=True) | |
| os.makedirs(swapped_dir, exist_ok=True) | |
| # Save all source images | |
| src_paths = [] | |
| for i, src_img in enumerate(src_imgs): | |
| src_path = os.path.join(src_dir, f"data_src_{i+1}.jpg") | |
| if isinstance(src_img, tuple): | |
| src_img = src_img[0] | |
| if src_img is None: | |
| log += f"Source image {i+1} is None, skipping.\n" | |
| continue | |
| if isinstance(src_img, np.ndarray): | |
| src_img_bgr = cv2.cvtColor(src_img, cv2.COLOR_RGB2BGR) | |
| cv2.imwrite(src_path, src_img_bgr) | |
| src_paths.append(src_path) | |
| log += f"Saved source image {i+1} to {src_path}\n" | |
| elif isinstance(src_img, str) and os.path.exists(src_img): | |
| shutil.copy(src_img, src_path) | |
| src_paths.append(src_path) | |
| log += f"Copied source image {i+1} from {src_img} to {src_path}\n" | |
| else: | |
| log += f"Source image {i+1} is not a valid image, skipping.\n" | |
| # Parse mapping | |
| try: | |
| mapping = [int(x.strip()) for x in mapping_str.split(",") if x.strip().isdigit()] | |
| except Exception as e: | |
| log += f"Error parsing mapping: {e}\n" | |
| elapsed = time.time() - start_time | |
| log += f"Elapsed time: {elapsed:.2f} seconds\n" | |
| return None, log | |
| # Prepare video | |
| if isinstance(video, str) and os.path.exists(video): | |
| shutil.copy(video, dst_video_path) | |
| log += f"Copied video to {dst_video_path}\n" | |
| else: | |
| dst_video_path = video | |
| from VideoSwapping import extract_frames, frames_to_video | |
| frame_paths = extract_frames(dst_video_path, frames_dir) | |
| log += f"Extracted {len(frame_paths)} frames to {frames_dir}\n" | |
| progress(0.1, desc="Extracted frames") | |
| swapped_files = set(os.listdir(swapped_dir)) | |
| temp_frame_path = os.path.join(temp_dir, "temp.jpg") | |
| total_frames = len(frame_paths) | |
| start_loop_time = time.time() | |
| for idx, frame_path in enumerate(frame_paths): | |
| swapped_name = f"swapped_{idx:05d}.jpg" | |
| out_path = os.path.join(swapped_dir, swapped_name) | |
| if swapped_name in swapped_files and os.path.exists(out_path): | |
| log += f"Frame {idx}: already swapped, skipping.\n" | |
| elapsed = time.time() - start_loop_time | |
| avg_time = elapsed / (idx + 1) if idx + 1 > 0 else 0 | |
| remaining = avg_time * (total_frames - (idx + 1)) | |
| mins, secs = divmod(int(remaining), 60) | |
| progress(0.1 + 0.7 * (idx + 1) / total_frames, desc=f"Swapping {idx+1}/{total_frames} | {mins:02d}:{secs:02d} left") | |
| continue | |
| try: | |
| shutil.copy(frame_path, temp_frame_path) | |
| for face_idx, src_idx in enumerate(mapping, start=1): | |
| if src_idx < 1 or src_idx > len(src_paths): | |
| log += f"Invalid source index {src_idx} for face {face_idx} in frame {idx}, skipping.\n" | |
| continue | |
| try: | |
| swapped_img = swapper.swap_faces(src_paths[src_idx-1], 1, temp_frame_path, face_idx) | |
| cv2.imwrite(temp_frame_path, swapped_img) | |
| log += f"Frame {idx}: Swapped face {face_idx} with source {src_idx}\n" | |
| except Exception as e: | |
| log += f"Frame {idx}: Failed to swap face {face_idx} with source {src_idx}: {e}\n" | |
| shutil.copy(temp_frame_path, out_path) | |
| log += f"Swapped all faces in frame {idx} and saved to {out_path}\n" | |
| if os.path.exists(temp_frame_path): | |
| os.remove(temp_frame_path) | |
| except Exception as e: | |
| cv2.imwrite(out_path, cv2.imread(frame_path)) | |
| log += f"Failed to swap frame {idx}: {e}\n" | |
| elapsed = time.time() - start_loop_time | |
| avg_time = elapsed / (idx + 1) if idx + 1 > 0 else 0 | |
| remaining = avg_time * (total_frames - (idx + 1)) | |
| mins, secs = divmod(int(remaining), 60) | |
| progress(0.1 + 0.7 * (idx + 1) / total_frames, desc=f"Swapping {idx+1}/{total_frames} | {mins:02d}:{secs:02d} left") | |
| if os.path.exists(temp_dir): | |
| shutil.rmtree(temp_dir) | |
| cap = cv2.VideoCapture(dst_video_path) | |
| fps = cap.get(cv2.CAP_PROP_FPS) | |
| cap.release() | |
| frames_to_video(swapped_dir, output_video_path, fps) | |
| log += f"Combined swapped frames into video {output_video_path}\n" | |
| progress(0.9, desc="Muxing audio") | |
| if add_audio: | |
| ok, audio_log = add_audio_to_video(dst_video_path, output_video_path, final_output_path) | |
| if ok: | |
| log += f"Added audio to {final_output_path}\n" | |
| else: | |
| log += f"Audio muxing failed: {audio_log}\n" | |
| final_output_path = output_video_path | |
| else: | |
| final_output_path = output_video_path | |
| log += "Audio was not added as per user request.\n" | |
| try: | |
| if os.path.exists(dst_video_path): | |
| os.remove(dst_video_path) | |
| if delete_frames_dir and os.path.exists(frames_dir): | |
| shutil.rmtree(frames_dir) | |
| log += "Deleted video_frames directory.\n" | |
| elif not delete_frames_dir: | |
| log += "Kept video_frames directory as requested.\n" | |
| if os.path.exists(swapped_dir): | |
| shutil.rmtree(swapped_dir) | |
| log += "Cleaned up temp files and folders.\n" | |
| except Exception as cleanup_error: | |
| log += f"Cleanup error: {cleanup_error}\n" | |
| progress(1, desc="Done") | |
| elapsed = time.time() - start_time | |
| log += f"Elapsed time: {elapsed:.2f} seconds\n" | |
| return final_output_path, log | |
| def swap_single_src_multi_video(src_img, dst_videos, dst_indices, delete_frames_dir=True, add_audio=True, copy_to_drive=False, progress=gr.Progress(track_tqdm=True)): | |
| """ | |
| Swaps a single source image onto multiple videos, with a mapping for destination face indices. | |
| Each video is processed one by one. | |
| """ | |
| log = "" | |
| results = [] | |
| start_time = time.time() | |
| base_dir = "SingleSrcMultiVideo" | |
| dst_dir = os.path.join(base_dir, "dst") | |
| frames_dir = os.path.join(base_dir, "video_frames") | |
| swapped_dir = os.path.join(base_dir, "swap_frames") | |
| output_dir = os.path.join(base_dir, "output") | |
| os.makedirs(dst_dir, exist_ok=True) | |
| os.makedirs(frames_dir, exist_ok=True) | |
| os.makedirs(swapped_dir, exist_ok=True) | |
| os.makedirs(output_dir, exist_ok=True) | |
| # Parse indices | |
| if isinstance(dst_indices, str): | |
| dst_indices_list = [int(idx.strip()) for idx in dst_indices.split(",") if idx.strip().isdigit()] | |
| else: | |
| dst_indices_list = [int(idx) for idx in dst_indices] | |
| # Save source image | |
| src_path = os.path.join(base_dir, "data_src.jpg") | |
| src_img_bgr = cv2.cvtColor(src_img, cv2.COLOR_RGB2BGR) | |
| cv2.imwrite(src_path, src_img_bgr) | |
| log += f"Saved source image to {src_path}\n" | |
| from VideoSwapping import extract_frames, frames_to_video | |
| for i, video in enumerate(dst_videos): | |
| dst_idx = dst_indices_list[i] if i < len(dst_indices_list) else 1 | |
| video_name = f"video_{i}.mp4" | |
| dst_video_path = os.path.join(dst_dir, video_name) | |
| output_video_path = os.path.join(output_dir, f"output_{i}.mp4") | |
| output_video_with_audio = os.path.join(output_dir, f"output_with_audio_{i}.mp4") | |
| # Copy video to dst_dir | |
| if isinstance(video, str) and os.path.exists(video): | |
| shutil.copy(video, dst_video_path) | |
| log += f"Copied video {video} to {dst_video_path}\n" | |
| else: | |
| dst_video_path = video | |
| # Extract frames | |
| frame_paths = extract_frames(dst_video_path, frames_dir) | |
| log += f"Extracted {len(frame_paths)} frames from {dst_video_path} to {frames_dir}\n" | |
| progress(i / len(dst_videos), desc=f"Processing video {i+1}/{len(dst_videos)}") | |
| swapped_files = set(os.listdir(swapped_dir)) | |
| total_frames = len(frame_paths) | |
| temp_frame_path = os.path.join(swapped_dir, "temp.jpg") | |
| start_loop_time = time.time() | |
| for idx, frame_path in enumerate(frame_paths): | |
| swapped_name = f"swapped_{idx:05d}.jpg" | |
| out_path = os.path.join(swapped_dir, swapped_name) | |
| if swapped_name in swapped_files and os.path.exists(out_path): | |
| continue | |
| try: | |
| shutil.copy(frame_path, temp_frame_path) | |
| try: | |
| swapped_img = swapper.swap_faces(src_path, 1, temp_frame_path, int(dst_idx)) | |
| cv2.imwrite(temp_frame_path, swapped_img) | |
| except Exception as e: | |
| log += f"Failed to swap face in frame {idx} of video {i}: {e}\n" | |
| shutil.copy(temp_frame_path, out_path) | |
| if os.path.exists(temp_frame_path): | |
| os.remove(temp_frame_path) | |
| except Exception as e: | |
| cv2.imwrite(out_path, cv2.imread(frame_path)) | |
| log += f"Failed to swap frame {idx} of video {i}: {e}\n" | |
| # Combine frames to video | |
| cap = cv2.VideoCapture(dst_video_path) | |
| fps = cap.get(cv2.CAP_PROP_FPS) | |
| cap.release() | |
| frames_to_video(swapped_dir, output_video_path, fps) | |
| log += f"Combined swapped frames into video {output_video_path}\n" | |
| # Copy to Google Drive if requested | |
| if copy_to_drive: | |
| drive_path = "/content/drive/MyDrive/" + os.path.basename(output_video_path) | |
| try: | |
| shutil.copy(output_video_path, drive_path) | |
| log += f"Copied swapped video without audio to Google Drive: {drive_path}\n" | |
| except Exception as e: | |
| log += f"Failed to copy to Google Drive: {e}\n" | |
| # Mux audio if requested | |
| if add_audio: | |
| ok, audio_log = add_audio_to_video(dst_video_path, output_video_path, output_video_with_audio) | |
| if ok: | |
| log += f"Added audio to {output_video_with_audio}\n" | |
| results.append(output_video_with_audio) | |
| else: | |
| log += f"Audio muxing failed for video {i}: {audio_log}\n" | |
| results.append(output_video_path) | |
| else: | |
| results.append(output_video_path) | |
| log += f"Audio was not added for video {i} as per user request.\n" | |
| # Cleanup frames for next video | |
| if delete_frames_dir and os.path.exists(frames_dir): | |
| shutil.rmtree(frames_dir) | |
| os.makedirs(frames_dir, exist_ok=True) | |
| log += f"Deleted video_frames directory after video {i}.\n" | |
| elif not delete_frames_dir: | |
| log += f"Kept video_frames directory after video {i} as requested.\n" | |
| if os.path.exists(swapped_dir): | |
| shutil.rmtree(swapped_dir) | |
| os.makedirs(swapped_dir, exist_ok=True) | |
| log += f"Cleared swap_frames directory after video {i}.\n" | |
| elapsed = time.time() - start_time | |
| log += f"Elapsed time: {elapsed:.2f} seconds\n" | |
| return results, log | |
| # Gradio UI | |
| with gr.Blocks() as demo: | |
| gr.Markdown(wellcomingMessage) | |
| with gr.Tab("Single Photo Swapping"): | |
| gr.Interface( | |
| fn=swap_single_photo, | |
| inputs=[ | |
| gr.Image(label="Source Image"), | |
| gr.Number(value=1, label="Source Face Index"), | |
| gr.Image(label="Destination Image"), | |
| gr.Number(value=1, label="Destination Face Index"), | |
| ], | |
| outputs=[ | |
| gr.Image(label="Swapped Image"), | |
| gr.Textbox(label="Log Output", lines=8, interactive=False) | |
| ], | |
| ) | |
| with gr.Tab("SingleSrc MultiDst"): | |
| gr.Interface( | |
| fn=swap_single_src_multi_dst, | |
| inputs=[ | |
| gr.Image(label="Source Image"), | |
| gr.Gallery(label="Destination Images", type="numpy", columns=3), | |
| gr.Textbox(label="Destination Face Indices (comma-separated, e.g. 1,1,2)"), | |
| ], | |
| outputs=[ | |
| gr.Gallery(label="Swapped Images"), | |
| gr.Textbox(label="Log Output", lines=8, interactive=False) | |
| ], | |
| ) | |
| with gr.Tab("MultiSrc SingleDst"): | |
| gr.Interface( | |
| fn=swap_multi_src_single_dst, | |
| inputs=[ | |
| gr.Gallery(label="Source Images", type="numpy", columns=3), | |
| gr.Image(label="Destination Image"), | |
| gr.Number(value=1, label="Destination Face Index"), | |
| ], | |
| outputs=[ | |
| gr.Gallery(label="Swapped Images"), | |
| gr.Textbox(label="Log Output", lines=8, interactive=False) | |
| ], | |
| ) | |
| with gr.Tab("MultiSrc MultiDst"): | |
| gr.Interface( | |
| fn=swap_multi_src_multi_dst, | |
| inputs=[ | |
| gr.Gallery(label="Source Images", type="numpy", columns=3), | |
| gr.Gallery(label="Destination Images", type="numpy", columns=3), | |
| gr.Textbox(label="Destination Face Indices (comma-separated, e.g. 1,1,2)"), | |
| ], | |
| outputs=[ | |
| gr.Gallery(label="Swapped Images"), | |
| gr.Textbox(label="Log Output", lines=8, interactive=False) | |
| ], | |
| ) | |
| with gr.Tab("Custom Face Mapping"): | |
| gr.Interface( | |
| fn=swap_faces_custom, | |
| inputs=[ | |
| gr.Gallery(label="Source Images", type="numpy", columns=3), | |
| gr.Image(label="Destination Image"), | |
| gr.Textbox(label="Mapping (comma-separated, e.g. 2,1,3)"), | |
| ], | |
| outputs=[ | |
| gr.Image(label="Swapped Image"), | |
| gr.Textbox(label="Log Output", lines=8, interactive=False) | |
| ], | |
| ) | |
| with gr.Tab("Video Swapping"): | |
| gr.Interface( | |
| fn=swap_video, | |
| inputs=[ | |
| gr.Image(label="Source Image"), | |
| gr.Number(value=1, label="Source Face Index"), | |
| gr.Video(label="Target Video"), | |
| gr.Number(value=1, label="Destination Face Index"), | |
| gr.Checkbox(label="Delete video_frames directory after processing", value=True), | |
| gr.Checkbox(label="Add audio from original video", value=True), | |
| gr.Checkbox(label="Copy swapped video (no audio) to Google Drive root", value=False) | |
| ], | |
| outputs=[ | |
| gr.Video(label="Swapped Video"), | |
| gr.Textbox(label="Log Output", lines=8, interactive=False) | |
| ], | |
| ) | |
| with gr.Tab("Video All Faces"): | |
| gr.Interface( | |
| fn=swap_video_all_faces, | |
| inputs=[ | |
| gr.Image(label="Source Image"), | |
| gr.Video(label="Target Video"), | |
| gr.Number(value=1, label="Number of Faces to Swap"), | |
| gr.Checkbox(label="Delete video_frames directory after processing", value=True), | |
| gr.Checkbox(label="Add audio from original video", value=True), | |
| gr.Checkbox(label="Copy swapped video (no audio) to Google Drive root", value=False) | |
| ], | |
| outputs=[ | |
| gr.Video(label="Swapped Video"), | |
| gr.Textbox(label="Log Output", lines=8, interactive=False) | |
| ], | |
| ) | |
| with gr.Tab("Custom Video Face Mapping"): | |
| gr.Interface( | |
| fn=swap_video_custom_mapping, | |
| inputs=[ | |
| gr.Gallery(label="Source Images", type="numpy", columns=3), | |
| gr.Video(label="Target Video"), | |
| gr.Textbox(label="Mapping (comma-separated, e.g. 2,1,3)"), | |
| gr.Checkbox(label="Delete video_frames directory after processing", value=True), | |
| gr.Checkbox(label="Add audio from original video", value=True), | |
| gr.Checkbox(label="Copy swapped video (no audio) to Google Drive root", value=False) | |
| ], | |
| outputs=[ | |
| gr.Video(label="Swapped Video"), | |
| gr.Textbox(label="Log Output", lines=8, interactive=False) | |
| ], | |
| ) | |
| with gr.Tab("SingleSrcMultiVideo"): | |
| gr.Interface( | |
| fn=swap_single_src_multi_video, | |
| inputs=[ | |
| gr.Image(label="Source Image"), | |
| gr.File(label="Target Videos (select multiple)", file_count="multiple", type="filepath"), | |
| gr.Textbox(label="Destination Face Indices (comma-separated, e.g. 1,2,1)"), | |
| gr.Checkbox(label="Delete video_frames directory after processing", value=True), | |
| gr.Checkbox(label="Add audio from original video", value=True), | |
| gr.Checkbox(label="Copy swapped video (no audio) to Google Drive root", value=False) | |
| ], | |
| outputs=[ | |
| gr.Gallery(label="Swapped Videos", type="filepath"), | |
| gr.Textbox(label="Log Output", lines=8, interactive=False) | |
| ], | |
| ) | |
| if __name__ == "__main__": | |
| parser = argparse.ArgumentParser() | |
| parser.add_argument("--share", action="store_true", help="Launch Gradio with share=True") | |
| args = parser.parse_args() | |
| demo.launch(share=args.share) | |