gif creation for i-DQN

.gitignore

@@ -160,9 +160,4 @@ cython_debug/
 .idea/
 .venv/
 env/
-eaudedqn/
-polyprunedqn/
-dqn/
-eaudecql/
-polyprunecql/
-cql/
+videos/

gif_creation.ipynb

@@ -11,7 +11,7 @@
     "def concatenate_videos_with_labels(video_paths, labels, output_gif_path):\n",
     "    # Load the video clips\n",
     "    max_duration = 40 + 8\n",
-    "    clips = [VideoFileClip(f\"{video_path}/-episode-0.mp4\") for video_path in video_paths]\n",
+    "    clips = [VideoFileClip(f\"videos/{video_path}/-episode-0.mp4\") for video_path in video_paths]\n",
     "    clips = [clip.subclipped(8, max_duration) for clip in clips]\n",
     "\n",
     "    # Create text clips for each video\n",
@@ -39,7 +39,49 @@
     "# Example usage\n",
     "video_paths = [\"eaudedqn\", \"polyprunedqn\", \"dqn\", \"eaudecql\", \"polyprunecql\", \"cql\"]\n",
     "labels = [[\"EauDeDQN\", 0.83], [\"PolyPruneDQN\", 0.95], [\"DQN\", 0], [\"EauDeCQL\", 0.84], [\"PolyPruneCQL\", 0.95], [\"CQL\", 0]]\n",
-    "output_gif_path = \"output.gif\"\n",
+    "output_gif_path = \"videos/eaudeqn.gif\"\n",
+    "concatenate_videos_with_labels(video_paths, labels, output_gif_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from moviepy import VideoFileClip, clips_array, TextClip, CompositeVideoClip\n",
+    "\n",
+    "def concatenate_videos_with_labels(video_paths, labels, output_gif_path):\n",
+    "    # Load the video clips\n",
+    "    max_duration = 35\n",
+    "    clips = [VideoFileClip(f\"../../iDQN_project/Atari_i-QN/videos/{video_path}\") for video_path in video_paths]\n",
+    "    clips = [clip.subclipped(0, max_duration) for clip in clips]\n",
+    "\n",
+    "    # Create text clips for each video\n",
+    "    text_clips = []\n",
+    "    for i, label in enumerate(labels):\n",
+    "        text_label = TextClip(\"Kinnari\", label, font_size=24, color='white', text_align=\"center\", bg_color='black', horizontal_align=\"center\", vertical_align=\"top\", duration=clips[i].duration, margin=(70 - 5 * len(label), 10))\n",
+    "        text_clips.append(text_label)\n",
+    "\n",
+    "    # Overlay text on each video clip\n",
+    "    labeled_clips = [\n",
+    "        CompositeVideoClip([text, clip.with_position((\"center\", \"bottom\"))], size=(clip.w, clip.h + 30))\n",
+    "        for clip, text in zip(clips, text_clips)\n",
+    "    ]\n",
+    "\n",
+    "    # Arrange clips in a 2x3 grid\n",
+    "    final_clip = clips_array([[labeled_clips[0], labeled_clips[1], labeled_clips[2]],\n",
+    "                              [labeled_clips[3], labeled_clips[4], labeled_clips[5]]])\n",
+    "\n",
+    "    # Write the result to a GIF and mp4 file\n",
+    "    final_clip.write_gif(output_gif_path, fps=10)\n",
+    "    final_clip.write_videofile(output_gif_path.replace(\".gif\", \".mp4\"), fps=24, codec='libx264')\n",
+    "\n",
+    "\n",
+    "# Example usage\n",
+    "video_paths = [\"BankHeist_iiqn.mp4\",  \"Centipede_iiqn.mp4\", \"ChopperCommand_iiqn.mp4\", \"BankHeist_idqn.mp4\", \"Centipede_idqn.mp4\", \"ChopperCommand_idqn.mp4\"]\n",
+    "labels = [\"\", \"i-IQN\", \"\", \"\", \"i-DQN\", \"\"]\n",
+    "output_gif_path = \"videos/i-qn.gif\"\n",
     "concatenate_videos_with_labels(video_paths, labels, output_gif_path)"
    ]
   }