add Drag and drop functionality

improve macOS Apple Silicon installation instructions

README.md

@@ -9,52 +9,93 @@
 </p>
 
 <p align="center">
-  <img src="media/demo.gif" alt="Demo GIF">
-  <img src="media/avgpcperformancedemo.gif" alt="Performance Demo GIF">
+  <img src="media/demo.gif" alt="Demo GIF" width="800">
 </p>
 
 ##  Disclaimer
-###### This software is intended as a productive contribution to the AI-generated media industry. It aims to assist artists with tasks like animating custom characters or using them as models for clothing, etc.
 
-###### We are aware of the potential for unethical applications and are committed to preventative measures. A built-in check prevents the program from processing inappropriate media (nudity, graphic content, sensitive material like war footage, etc.). We will continue to develop this project responsibly, adhering to the law and ethics. We may shut down the project or add watermarks if legally required.
+This deepfake software is designed to be a productive tool for the AI-generated media industry. It can assist artists in animating custom characters, creating engaging content, and even using models for clothing design.
 
-###### Users are expected to use this software responsibly and legally. If using a real person's face, obtain their consent and clearly label any output as a deepfake when sharing online. We are not responsible for end-user actions.
+We are aware of the potential for unethical applications and are committed to preventative measures. A built-in check prevents the program from processing inappropriate media (nudity, graphic content, sensitive material like war footage, etc.). We will continue to develop this project responsibly, adhering to the law and ethics. We may shut down the project or add watermarks if legally required.
 
-## Quick Start - Pre-built
-<div align="center">
-  <a href="https://hacksider.gumroad.com/l/vccdmm">
-    <img src="https://github.com/user-attachments/assets/7d993b32-e3e8-4cd3-bbfb-a549152ebdd5" width="285" height="77" />
-  </a>
-  <a href="https://krshh.gumroad.com/l/Deep-Live-Cam-Mac">
-    <img src="https://github.com/user-attachments/assets/d5d913b5-a7de-4609-96b9-979a5749a703" width="285" height="77" />
-  </a>
-</div>
+- Ethical Use: Users are expected to use this software responsibly and legally. If using a real person's face, obtain their consent and clearly label any output as a deepfake when sharing online.
 
-## Features - Everything is real-time
+- Content Restrictions: The software includes built-in checks to prevent processing inappropriate media, such as nudity, graphic content, or sensitive material.
+
+- Legal Compliance: We adhere to all relevant laws and ethical guidelines. If legally required, we may shut down the project or add watermarks to the output.
+
+- User Responsibility: We are not responsible for end-user actions. Users must ensure their use of the software aligns with ethical standards and legal requirements.
+
+By using this software, you agree to these terms and commit to using it in a manner that respects the rights and dignity of others.
+
+Users are expected to use this software responsibly and legally. If using a real person's face, obtain their consent and clearly label any output as a deepfake when sharing online. We are not responsible for end-user actions.
+
+
+## Quick Start - Pre-built (Windows / Nvidia)
+
+  <a href="https://hacksider.gumroad.com/l/vccdmm"> <img src="https://github.com/user-attachments/assets/7d993b32-e3e8-4cd3-bbfb-a549152ebdd5" width="285" height="77" />
+
+##### This is the fastest build you can get if you have a discrete NVIDIA GPU.
+ 
+###### These Pre-builts are perfect for non-technical users or those who don't have time to, or can't manually install all the requirements. Just a heads-up: this is an open-source project, so you can also install it manually.
+
+## TLDR; Live Deepfake in just 3 Clicks
+![easysteps](https://github.com/user-attachments/assets/af825228-852c-411b-b787-ffd9aac72fc6)
+1. Select a face
+2. Select which camera to use
+3. Press live!
+
+## Features & Uses - Everything is in real-time
 
 ### Mouth Mask
 
-**Retain your original mouth using Mouth Mask**
+**Retain your original mouth for accurate movement using Mouth Mask**
 
-![resizable-gif](media/ludwig.gif)
+<p align="center">
+  <img src="media/ludwig.gif" alt="resizable-gif">
+</p>
 
 ### Face Mapping
 
-**Use different faces on multiple subjects**
+**Use different faces on multiple subjects simultaneously**
 
-![face\_mapping\_source](media/streamers.gif)
+<p align="center">
+  <img src="media/streamers.gif" alt="face_mapping_source">
+</p>
 
 ### Your Movie, Your Face
 
 **Watch movies with any face in real-time**
 
-![movie](media/movie.gif)
+<p align="center">
+  <img src="media/movie.gif" alt="movie">
+</p>
 
-## Benchmarks
+### Live Show
 
-**Nearly 0% detection!**
+**Run Live shows and performances**
 
-![bench](media/deepwarebench.gif)
+<p align="center">
+  <img src="media/live_show.gif" alt="show">
+</p>
+
+### Memes
+
+**Create Your Most Viral Meme Yet**
+
+<p align="center">
+  <img src="media/meme.gif" alt="show" width="450"> 
+  <br>
+  <sub>Created using Many Faces feature in Deep-Live-Cam</sub>
+</p>
+
+### Omegle
+
+**Surprise people on Omegle**
+
+<p align="center">
+  <video src="https://github.com/user-attachments/assets/2e9b9b82-fa04-4b70-9f56-b1f68e7672d0" width="450" controls></video>
+</p>
 
 ## Installation (Manual)
 
@@ -72,19 +113,20 @@ This is more likely to work on your computer but will be slower as it utilizes t
 -   Python (3.10 recommended)
 -   pip
 -   git
--   [ffmpeg](https://www.youtube.com/watch?v=OlNWCpFdVMA)
+-   [ffmpeg](https://www.youtube.com/watch?v=OlNWCpFdVMA) - ```iex (irm ffmpeg.tc.ht)```
 -   [Visual Studio 2022 Runtimes (Windows)](https://visualstudio.microsoft.com/visual-cpp-build-tools/)
 
 **2. Clone the Repository**
 
 ```bash
-https://github.com/hacksider/Deep-Live-Cam.git
+git clone https://github.com/hacksider/Deep-Live-Cam.git
+cd Deep-Live-Cam
 ```
 
 **3. Download the Models**
 
 1. [GFPGANv1.4](https://huggingface.co/hacksider/deep-live-cam/resolve/main/GFPGANv1.4.pth)
-2. [inswapper\_128\_fp16.onnx](https://huggingface.co/hacksider/deep-live-cam/resolve/main/inswapper_128.onnx) (Note: Use this [replacement version](https://github.com/facefusion/facefusion-assets/releases/download/models/inswapper_128.onnx) if you encounter issues)
+2. [inswapper\_128\_fp16.onnx](https://huggingface.co/hacksider/deep-live-cam/resolve/main/inswapper_128_fp16.onnx)
 
 Place these files in the "**models**" folder.
 
@@ -92,14 +134,44 @@ Place these files in the "**models**" folder.
 
 We highly recommend using a `venv` to avoid issues.
 
+For Windows:
 ```bash
+python -m venv venv
+venv\Scripts\activate
 pip install -r requirements.txt
 ```
 
-**For macOS:** Install or upgrade the `python-tk` package:
+**For macOS:**
+
+Apple Silicon (M1/M2/M3) requires specific setup:
 
 ```bash
+# Install Python 3.10 (specific version is important)
+brew install python@3.10
+
+# Install tkinter package (required for the GUI)
 brew install python-tk@3.10
+
+# Create and activate virtual environment with Python 3.10
+python3.10 -m venv venv
+source venv/bin/activate
+
+# Install dependencies
+pip install -r requirements.txt
+```
+
+** In case something goes wrong and you need to reinstall the virtual environment **
+
+```bash
+# Deactivate the virtual environment
+rm -rf venv
+
+# Reinstall the virtual environment
+python -m venv venv
+source venv/bin/activate
+
+# install the dependencies again
+pip install -r requirements.txt
 ```
 
 **Run:** If you don't have a GPU, you can run Deep-Live-Cam using `python run.py`. Note that initial execution will download models (~300MB).
@@ -108,7 +180,7 @@ brew install python-tk@3.10
 
 **CUDA Execution Provider (Nvidia)**
 
-1. Install [CUDA Toolkit 11.8](https://developer.nvidia.com/cuda-11-8-0-download-archive) or [CUDA Toolkit 12.1.1](https://developer.nvidia.com/cuda-12-1-1-download-archive)
+1. Install [CUDA Toolkit 11.8.0](https://developer.nvidia.com/cuda-11-8-0-download-archive)
 2. Install dependencies:
 
 ```bash
@@ -124,19 +196,39 @@ python run.py --execution-provider cuda
 
 **CoreML Execution Provider (Apple Silicon)**
 
-1. Install dependencies:
+Apple Silicon (M1/M2/M3) specific installation:
+
+1. Make sure you've completed the macOS setup above using Python 3.10.
+2. Install dependencies:
 
 ```bash
 pip uninstall onnxruntime onnxruntime-silicon
 pip install onnxruntime-silicon==1.13.1
 ```
 
-2. Usage:
+3. Usage (important: specify Python 3.10):
 
 ```bash
-python run.py --execution-provider coreml
+python3.10 run.py --execution-provider coreml
 ```
 
+**Important Notes for macOS:**
+- You **must** use Python 3.10, not newer versions like 3.11 or 3.13
+- Always run with `python3.10` command not just `python` if you have multiple Python versions installed
+- If you get error about `_tkinter` missing, reinstall the tkinter package: `brew reinstall python-tk@3.10`
+- If you get model loading errors, check that your models are in the correct folder
+- If you encounter conflicts with other Python versions, consider uninstalling them:
+  ```bash
+  # List all installed Python versions
+  brew list | grep python
+  
+  # Uninstall conflicting versions if needed
+  brew uninstall --ignore-dependencies python@3.11 python@3.13
+  
+  # Keep only Python 3.10
+  brew cleanup
+  ```
+
 **CoreML Execution Provider (Apple Legacy)**
 
 1. Install dependencies:
@@ -181,7 +273,6 @@ pip install onnxruntime-openvino==1.15.0
 ```bash
 python run.py --execution-provider openvino
 ```
-
 </details>
 
 ## Usage
@@ -202,6 +293,19 @@ python run.py --execution-provider openvino
 -   Use a screen capture tool like OBS to stream.
 -   To change the face, select a new source image.
 
+## Tips and Tricks
+
+Check out these helpful guides to get the most out of Deep-Live-Cam:
+
+- [Unlocking the Secrets to the Perfect Deepfake Image](https://deeplivecam.net/index.php/blog/tips-and-tricks/unlocking-the-secrets-to-the-perfect-deepfake-image) - Learn how to create the best deepfake with full head coverage
+- [Video Call with DeepLiveCam](https://deeplivecam.net/index.php/blog/tips-and-tricks/video-call-with-deeplivecam) - Make your meetings livelier by using DeepLiveCam with OBS and meeting software
+- [Have a Special Guest!](https://deeplivecam.net/index.php/blog/tips-and-tricks/have-a-special-guest) - Tutorial on how to use face mapping to add special guests to your stream
+- [Watch Deepfake Movies in Realtime](https://deeplivecam.net/index.php/blog/tips-and-tricks/watch-deepfake-movies-in-realtime) - See yourself star in any video without processing the video
+- [Better Quality without Sacrificing Speed](https://deeplivecam.net/index.php/blog/tips-and-tricks/better-quality-without-sacrificing-speed) - Tips for achieving better results without impacting performance
+- [Instant Vtuber!](https://deeplivecam.net/index.php/blog/tips-and-tricks/instant-vtuber) - Create a new persona/vtuber easily using Metahuman Creator
+
+Visit our [official blog](https://deeplivecam.net/index.php/blog/tips-and-tricks) for more tips and tutorials.
+
 ## Command Line Arguments (Unmaintained)
 
 ```
@@ -217,7 +321,6 @@ options:
   --many-faces                                             process every face
   --map-faces                                              map source target faces
   --mouth-mask                                             mask the mouth region
-  --nsfw-filter                                            filter the NSFW image or video
   --video-encoder {libx264,libx265,libvpx-vp9}             adjust output video encoder
   --video-quality [0-51]                                   adjust output video quality
   --live-mirror                                            the live camera display as you see it in the front-facing camera frame

modules/face_analyser.py

@@ -39,13 +39,13 @@ def get_many_faces(frame: Frame) -> Any:
         return None
 
 def has_valid_map() -> bool:
-    for map in modules.globals.souce_target_map:
+    for map in modules.globals.source_target_map:
         if "source" in map and "target" in map:
             return True
     return False
 
 def default_source_face() -> Any:
-    for map in modules.globals.souce_target_map:
+    for map in modules.globals.source_target_map:
         if "source" in map:
             return map['source']['face']
     return None
@@ -53,7 +53,7 @@ def default_source_face() -> Any:
 def simplify_maps() -> Any:
     centroids = []
     faces = []
-    for map in modules.globals.souce_target_map:
+    for map in modules.globals.source_target_map:
         if "source" in map and "target" in map:
             centroids.append(map['target']['face'].normed_embedding)
             faces.append(map['source']['face'])
@@ -64,10 +64,10 @@ def simplify_maps() -> Any:
 def add_blank_map() -> Any:
     try:
         max_id = -1
-        if len(modules.globals.souce_target_map) > 0:
-            max_id = max(modules.globals.souce_target_map, key=lambda x: x['id'])['id']
+        if len(modules.globals.source_target_map) > 0:
+            max_id = max(modules.globals.source_target_map, key=lambda x: x['id'])['id']
 
-        modules.globals.souce_target_map.append({
+        modules.globals.source_target_map.append({
                 'id' : max_id + 1
                 })
     except ValueError:
@@ -75,14 +75,14 @@ def add_blank_map() -> Any:
     
 def get_unique_faces_from_target_image() -> Any:
     try:
-        modules.globals.souce_target_map = []
+        modules.globals.source_target_map = []
         target_frame = cv2.imread(modules.globals.target_path)
         many_faces = get_many_faces(target_frame)
         i = 0
 
         for face in many_faces:
             x_min, y_min, x_max, y_max = face['bbox']
-            modules.globals.souce_target_map.append({
+            modules.globals.source_target_map.append({
                 'id' : i, 
                 'target' : {
                             'cv2' : target_frame[int(y_min):int(y_max), int(x_min):int(x_max)],
@@ -96,7 +96,7 @@ def get_unique_faces_from_target_image() -> Any:
     
 def get_unique_faces_from_target_video() -> Any:
     try:
-        modules.globals.souce_target_map = []
+        modules.globals.source_target_map = []
         frame_face_embeddings = []
         face_embeddings = []
     
@@ -127,7 +127,7 @@ def get_unique_faces_from_target_video() -> Any:
                 face['target_centroid'] = closest_centroid_index
 
         for i in range(len(centroids)):
-            modules.globals.souce_target_map.append({
+            modules.globals.source_target_map.append({
                 'id' : i
             })
 
@@ -135,7 +135,7 @@ def get_unique_faces_from_target_video() -> Any:
             for frame in tqdm(frame_face_embeddings, desc=f"Mapping frame embeddings to centroids-{i}"):
                 temp.append({'frame': frame['frame'], 'faces': [face for face in frame['faces'] if face['target_centroid'] == i], 'location': frame['location']})
 
-            modules.globals.souce_target_map[i]['target_faces_in_frame'] = temp
+            modules.globals.source_target_map[i]['target_faces_in_frame'] = temp
 
         # dump_faces(centroids, frame_face_embeddings)
         default_target_face()
@@ -144,7 +144,7 @@ def get_unique_faces_from_target_video() -> Any:
     
 
 def default_target_face():
-    for map in modules.globals.souce_target_map:
+    for map in modules.globals.source_target_map:
         best_face = None
         best_frame = None
         for frame in map['target_faces_in_frame']:

modules/globals.py

@@ -9,7 +9,7 @@ file_types = [
     ("Video", ("*.mp4", "*.mkv")),
 ]
 
-souce_target_map = []
+source_target_map = []
 simple_map = {}
 
 source_path = None

modules/processors/frame/face_swapper.py

@@ -4,6 +4,7 @@ import insightface
 import threading
 import numpy as np
 import modules.globals
+import logging
 import modules.processors.frame.core
 from modules.core import update_status
 from modules.face_analyser import get_one_face, get_many_faces, default_source_face
@@ -105,24 +106,30 @@ def process_frame(source_face: Face, temp_frame: Frame) -> Frame:
         many_faces = get_many_faces(temp_frame)
         if many_faces:
             for target_face in many_faces:
+                if source_face and target_face:
                     temp_frame = swap_face(source_face, target_face, temp_frame)
+                else:
+                    print("Face detection failed for target/source.")
     else:
         target_face = get_one_face(temp_frame)
-        if target_face:
+        if target_face and source_face:
             temp_frame = swap_face(source_face, target_face, temp_frame)
+        else:
+            logging.error("Face detection failed for target or source.")
     return temp_frame
 
 
+
 def process_frame_v2(temp_frame: Frame, temp_frame_path: str = "") -> Frame:
     if is_image(modules.globals.target_path):
         if modules.globals.many_faces:
             source_face = default_source_face()
-            for map in modules.globals.souce_target_map:
+            for map in modules.globals.source_target_map:
                 target_face = map["target"]["face"]
                 temp_frame = swap_face(source_face, target_face, temp_frame)
 
         elif not modules.globals.many_faces:
-            for map in modules.globals.souce_target_map:
+            for map in modules.globals.source_target_map:
                 if "source" in map:
                     source_face = map["source"]["face"]
                     target_face = map["target"]["face"]
@@ -131,7 +138,7 @@ def process_frame_v2(temp_frame: Frame, temp_frame_path: str = "") -> Frame:
     elif is_video(modules.globals.target_path):
         if modules.globals.many_faces:
             source_face = default_source_face()
-            for map in modules.globals.souce_target_map:
+            for map in modules.globals.source_target_map:
                 target_frame = [
                     f
                     for f in map["target_faces_in_frame"]
@@ -143,7 +150,7 @@ def process_frame_v2(temp_frame: Frame, temp_frame_path: str = "") -> Frame:
                         temp_frame = swap_face(source_face, target_face, temp_frame)
 
         elif not modules.globals.many_faces:
-            for map in modules.globals.souce_target_map:
+            for map in modules.globals.source_target_map:
                 if "source" in map:
                     target_frame = [
                         f

modules/ui.py

@@ -7,6 +7,7 @@ from cv2_enumerate_cameras import enumerate_cameras  # Add this import
 from PIL import Image, ImageOps
 import time
 import json
+import tkinterdnd2 as tkdnd
 import modules.globals
 import modules.metadata
 from modules.face_analyser import (
@@ -134,50 +135,65 @@ def load_switch_states():
         pass
 
 
-def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.CTk:
+def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> tkdnd.TkinterDnD.Tk:
     global source_label, target_label, status_label, show_fps_switch
 
     load_switch_states()
 
     ctk.deactivate_automatic_dpi_awareness()
-    ctk.set_appearance_mode("system")
+    ctk.set_appearance_mode("dark")
     ctk.set_default_color_theme(resolve_relative_path("ui.json"))
 
-    root = ctk.CTk()
+    root = tkdnd.TkinterDnD.Tk()
     root.minsize(ROOT_WIDTH, ROOT_HEIGHT)
     root.title(
         f"{modules.metadata.name} {modules.metadata.version} {modules.metadata.edition}"
     )
-    root.configure()
+    root.configure(bg="#050505")
     root.protocol("WM_DELETE_WINDOW", lambda: destroy())
 
-    source_label = ctk.CTkLabel(root, text=None)
+    main_frame = ctk.CTkFrame(root, fg_color="#181818", corner_radius=0)
+    main_frame.pack(fill="both", expand=True, padx=0, pady=0)
+
+    source_label = ctk.CTkLabel(main_frame, text=None)
     source_label.place(relx=0.1, rely=0.1, relwidth=0.3, relheight=0.25)
     
-    target_label = ctk.CTkLabel(root, text=None)
+    source_label.drop_target_register(tkdnd.DND_FILES)
+    source_label.dnd_bind("<<Drop>>", lambda event: handle_drop_source(event))
+
+    target_label = ctk.CTkLabel(main_frame, text=None)
     target_label.place(relx=0.6, rely=0.1, relwidth=0.3, relheight=0.25)
     
+    target_label.drop_target_register(tkdnd.DND_FILES)
+    target_label.dnd_bind("<<Drop>>", lambda event: handle_drop_target(event))
+
     select_face_button = ctk.CTkButton(
-        root, text=_("Select a face"), cursor="hand2", command=lambda: select_source_path()
+        main_frame, text=_("Select a face"), cursor="hand2", command=lambda: select_source_path()
     )
     select_face_button.place(relx=0.1, rely=0.4, relwidth=0.3, relheight=0.1)
     
+    select_face_button.drop_target_register(tkdnd.DND_FILES)
+    select_face_button.dnd_bind("<<Drop>>", lambda event: handle_drop_source(event))
+
     swap_faces_button = ctk.CTkButton(
-        root, text="↔", cursor="hand2", command=lambda: swap_faces_paths()
+        main_frame, text="↔", cursor="hand2", command=lambda: swap_faces_paths()
     )
     swap_faces_button.place(relx=0.45, rely=0.4, relwidth=0.1, relheight=0.1)
 
     select_target_button = ctk.CTkButton(
-        root,
+        main_frame,
         text=_("Select a target"),
         cursor="hand2",
         command=lambda: select_target_path(),
     )
     select_target_button.place(relx=0.6, rely=0.4, relwidth=0.3, relheight=0.1)
     
+    select_target_button.drop_target_register(tkdnd.DND_FILES)
+    select_target_button.dnd_bind("<<Drop>>", lambda event: handle_drop_target(event))
+
     keep_fps_value = ctk.BooleanVar(value=modules.globals.keep_fps)
     keep_fps_checkbox = ctk.CTkSwitch(
-        root,
+        main_frame,
         text=_("Keep fps"),
         variable=keep_fps_value,
         cursor="hand2",
@@ -190,7 +206,7 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
 
     keep_frames_value = ctk.BooleanVar(value=modules.globals.keep_frames)
     keep_frames_switch = ctk.CTkSwitch(
-        root,
+        main_frame,
         text=_("Keep frames"),
         variable=keep_frames_value,
         cursor="hand2",
@@ -203,7 +219,7 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
 
     enhancer_value = ctk.BooleanVar(value=modules.globals.fp_ui["face_enhancer"])
     enhancer_switch = ctk.CTkSwitch(
-        root,
+        main_frame,
         text=_("Face Enhancer"),
         variable=enhancer_value,
         cursor="hand2",
@@ -216,7 +232,7 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
 
     keep_audio_value = ctk.BooleanVar(value=modules.globals.keep_audio)
     keep_audio_switch = ctk.CTkSwitch(
-        root,
+        main_frame,
         text=_("Keep audio"),
         variable=keep_audio_value,
         cursor="hand2",
@@ -229,7 +245,7 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
 
     many_faces_value = ctk.BooleanVar(value=modules.globals.many_faces)
     many_faces_switch = ctk.CTkSwitch(
-        root,
+        main_frame,
         text=_("Many faces"),
         variable=many_faces_value,
         cursor="hand2",
@@ -242,7 +258,7 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
 
     color_correction_value = ctk.BooleanVar(value=modules.globals.color_correction)
     color_correction_switch = ctk.CTkSwitch(
-        root,
+        main_frame,
         text=_("Fix Blueish Cam"),
         variable=color_correction_value,
         cursor="hand2",
@@ -253,13 +269,9 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
     )
     color_correction_switch.place(relx=0.6, rely=0.70)
 
-    #    nsfw_value = ctk.BooleanVar(value=modules.globals.nsfw_filter)
-    #    nsfw_switch = ctk.CTkSwitch(root, text='NSFW filter', variable=nsfw_value, cursor='hand2', command=lambda: setattr(modules.globals, 'nsfw_filter', nsfw_value.get()))
-    #    nsfw_switch.place(relx=0.6, rely=0.7)
-
     map_faces = ctk.BooleanVar(value=modules.globals.map_faces)
     map_faces_switch = ctk.CTkSwitch(
-        root,
+        main_frame,
         text=_("Map faces"),
         variable=map_faces,
         cursor="hand2",
@@ -273,7 +285,7 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
 
     show_fps_value = ctk.BooleanVar(value=modules.globals.show_fps)
     show_fps_switch = ctk.CTkSwitch(
-        root,
+        main_frame,
         text=_("Show FPS"),
         variable=show_fps_value,
         cursor="hand2",
@@ -286,7 +298,7 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
 
     mouth_mask_var = ctk.BooleanVar(value=modules.globals.mouth_mask)
     mouth_mask_switch = ctk.CTkSwitch(
-        root,
+        main_frame,
         text=_("Mouth Mask"),
         variable=mouth_mask_var,
         cursor="hand2",
@@ -296,7 +308,7 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
 
     show_mouth_mask_box_var = ctk.BooleanVar(value=modules.globals.show_mouth_mask_box)
     show_mouth_mask_box_switch = ctk.CTkSwitch(
-        root,
+        main_frame,
         text=_("Show Mouth Mask Box"),
         variable=show_mouth_mask_box_var,
         cursor="hand2",
@@ -307,22 +319,22 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
     show_mouth_mask_box_switch.place(relx=0.6, rely=0.55)
 
     start_button = ctk.CTkButton(
-        root, text=_("Start"), cursor="hand2", command=lambda: analyze_target(start, root)
+        main_frame, text=_("Start"), cursor="hand2", command=lambda: analyze_target(start, root)
     )
     start_button.place(relx=0.15, rely=0.80, relwidth=0.2, relheight=0.05)
 
     stop_button = ctk.CTkButton(
-        root, text=_("Destroy"), cursor="hand2", command=lambda: destroy()
+        main_frame, text=_("Destroy"), cursor="hand2", command=lambda: destroy()
     )
     stop_button.place(relx=0.4, rely=0.80, relwidth=0.2, relheight=0.05)
 
     preview_button = ctk.CTkButton(
-        root, text=_("Preview"), cursor="hand2", command=lambda: toggle_preview()
+        main_frame, text=_("Preview"), cursor="hand2", command=lambda: toggle_preview()
     )
     preview_button.place(relx=0.65, rely=0.80, relwidth=0.2, relheight=0.05)
 
     # --- Camera Selection ---
-    camera_label = ctk.CTkLabel(root, text=_("Select Camera:"))
+    camera_label = ctk.CTkLabel(main_frame, text=_("Select Camera:"))
     camera_label.place(relx=0.1, rely=0.86, relwidth=0.2, relheight=0.05)
 
     available_cameras = get_available_cameras()
@@ -331,7 +343,7 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
     if not camera_names or camera_names[0] == "No cameras found":
         camera_variable = ctk.StringVar(value="No cameras found")
         camera_optionmenu = ctk.CTkOptionMenu(
-            root,
+            main_frame,
             variable=camera_variable,
             values=["No cameras found"],
             state="disabled",
@@ -339,13 +351,13 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
     else:
         camera_variable = ctk.StringVar(value=camera_names[0])
         camera_optionmenu = ctk.CTkOptionMenu(
-            root, variable=camera_variable, values=camera_names
+            main_frame, variable=camera_variable, values=camera_names
         )
 
     camera_optionmenu.place(relx=0.35, rely=0.86, relwidth=0.25, relheight=0.05)
 
     live_button = ctk.CTkButton(
-        root,
+        main_frame,
         text=_("Live"),
         cursor="hand2",
         command=lambda: webcam_preview(
@@ -365,11 +377,11 @@ def create_root(start: Callable[[], None], destroy: Callable[[], None]) -> ctk.C
     live_button.place(relx=0.65, rely=0.86, relwidth=0.2, relheight=0.05)
     # --- End Camera Selection ---
 
-    status_label = ctk.CTkLabel(root, text=None, justify="center")
+    status_label = ctk.CTkLabel(main_frame, text=None, justify="center")
     status_label.place(relx=0.1, rely=0.9, relwidth=0.8)
 
     donate_label = ctk.CTkLabel(
-        root, text="Deep Live Cam", justify="center", cursor="hand2"
+        main_frame, text="Deep Live Cam", justify="center", cursor="hand2"
     )
     donate_label.place(relx=0.1, rely=0.95, relwidth=0.8)
     donate_label.configure(
@@ -397,7 +409,7 @@ def analyze_target(start: Callable[[], None], root: ctk.CTk):
         return
 
     if modules.globals.map_faces:
-        modules.globals.souce_target_map = []
+        modules.globals.source_target_map = []
 
         if is_image(modules.globals.target_path):
             update_status("Getting unique faces")
@@ -406,8 +418,8 @@ def analyze_target(start: Callable[[], None], root: ctk.CTk):
             update_status("Getting unique faces")
             get_unique_faces_from_target_video()
 
-        if len(modules.globals.souce_target_map) > 0:
-            create_source_target_popup(start, root, modules.globals.souce_target_map)
+        if len(modules.globals.source_target_map) > 0:
+            create_source_target_popup(start, root, modules.globals.source_target_map)
         else:
             update_status("No faces found in target")
     else:
@@ -696,17 +708,21 @@ def check_and_ignore_nsfw(target, destroy: Callable = None) -> bool:
 
 
 def fit_image_to_size(image, width: int, height: int):
-    if width is None and height is None:
+    if width is None or height is None or width <= 0 or height <= 0:
         return image
     h, w, _ = image.shape
     ratio_h = 0.0
     ratio_w = 0.0
-    if width > height:
-        ratio_h = height / h
-    else:
     ratio_w = width / w
-    ratio = max(ratio_w, ratio_h)
-    new_size = (int(ratio * w), int(ratio * h))
+    ratio_h = height / h
+    # Use the smaller ratio to ensure the image fits within the given dimensions
+    ratio = min(ratio_w, ratio_h)
+    
+    # Compute new dimensions, ensuring they're at least 1 pixel
+    new_width = max(1, int(ratio * w))
+    new_height = max(1, int(ratio * h))
+    new_size = (new_width, new_height)
+
     return cv2.resize(image, dsize=new_size)
 
 
@@ -787,13 +803,12 @@ def webcam_preview(root: ctk.CTk, camera_index: int):
             return
         create_webcam_preview(camera_index)
     else:
-        modules.globals.souce_target_map = []
+        modules.globals.source_target_map = []
         create_source_target_popup_for_webcam(
-            root, modules.globals.souce_target_map, camera_index
+            root, modules.globals.source_target_map, camera_index
         )
 
 
-
 def get_available_cameras():
     """Returns a list of available camera names and indices."""
     if platform.system() == "Windows":
@@ -999,7 +1014,6 @@ def create_source_target_popup_for_webcam(
     close_button.place(relx=0.7, rely=0.92, relwidth=0.2, relheight=0.05)
 
 
-
 def clear_source_target_images(map: list):
     global source_label_dict_live, target_label_dict_live
 
@@ -1200,3 +1214,43 @@ def update_webcam_target(
         else:
             update_pop_live_status("Face could not be detected in last upload!")
         return map
+
+
+# New drop handler functions
+def handle_drop_source(event):
+    """Handle files dropped on source button or label"""
+    file_path = event.data
+    # On Windows, file paths may be enclosed in {}
+    if file_path.startswith("{") and file_path.endswith("}"):
+        file_path = file_path[1:-1]
+
+    if is_image(file_path):
+        modules.globals.source_path = file_path
+        global RECENT_DIRECTORY_SOURCE
+        RECENT_DIRECTORY_SOURCE = os.path.dirname(modules.globals.source_path)
+        image = render_image_preview(modules.globals.source_path, (200, 200))
+        source_label.configure(image=image)
+    else:
+        update_status("Please drop an image file for the source.")
+
+
+def handle_drop_target(event):
+    """Handle files dropped on target button or label"""
+    file_path = event.data
+    # On Windows, file paths may be enclosed in {}
+    if file_path.startswith("{") and file_path.endswith("}"):
+        file_path = file_path[1:-1]
+
+    if is_image(file_path) or is_video(file_path):
+        modules.globals.target_path = file_path
+        global RECENT_DIRECTORY_TARGET
+        RECENT_DIRECTORY_TARGET = os.path.dirname(modules.globals.target_path)
+        
+        if is_image(file_path):
+            image = render_image_preview(modules.globals.target_path, (200, 200))
+            target_label.configure(image=image)
+        elif is_video(file_path):
+            video_frame = render_video_preview(file_path, (200, 200))
+            target_label.configure(image=video_frame)
+    else:
+        update_status("Please drop an image or video file for the target.")

requirements.txt

@@ -1,6 +1,7 @@
 --extra-index-url https://download.pytorch.org/whl/cu118
 
 numpy>=1.23.5,<2
+typing-extensions>=4.8.0
 opencv-python==4.10.0.84
 cv2_enumerate_cameras==1.1.15
 onnx==1.16.0
@@ -8,14 +9,14 @@ insightface==0.7.3
 psutil==5.9.8
 tk==0.1.0
 customtkinter==5.2.2
-pillow==9.5.0
-torch==2.0.1+cu118; sys_platform != 'darwin'
-torch==2.0.1; sys_platform == 'darwin'
-torchvision==0.15.2+cu118; sys_platform != 'darwin'
-torchvision==0.15.2; sys_platform == 'darwin'
+pillow==11.1.0
+torch==2.5.1+cu118; sys_platform != 'darwin'
+torch==2.5.1; sys_platform == 'darwin'
+torchvision==0.20.1; sys_platform != 'darwin'
+torchvision==0.20.1; sys_platform == 'darwin'
 onnxruntime-silicon==1.16.3; sys_platform == 'darwin' and platform_machine == 'arm64'
 onnxruntime-gpu==1.16.3; sys_platform != 'darwin'
-tensorflow==2.12.1; sys_platform != 'darwin'
+tensorflow; sys_platform != 'darwin'
 opennsfw2==0.10.2
 protobuf==4.23.2
 tqdm==4.66.4