{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"mount_file_id":"1zH7SUccmbIpiFSGEjB3MyrKODccNp4BW","authorship_tag":"ABX9TyMmBy9vRnPbkBV3CKToNFpT"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"code","execution_count":2,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"OLWWyVD9OTJH","executionInfo":{"status":"ok","timestamp":1729650965316,"user_tz":-420,"elapsed":585,"user":{"displayName":"Doan Thinh Vo","userId":"17185293886941812046"}},"outputId":"c64e356e-2806-4c45-ec52-c8470fbb227d"},"outputs":[{"output_type":"stream","name":"stdout","text":["/content/drive/MyDrive/workspace/GroundDino2\n"]}],"source":["cd /content/drive/MyDrive/workspace/GroundDino2"]},{"cell_type":"code","source":["!git clone https://github.com/CoffeeVampir3/grounding-sam2-demo.git"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"NEudwDAOObCR","executionInfo":{"status":"ok","timestamp":1729650985361,"user_tz":-420,"elapsed":3996,"user":{"displayName":"Doan Thinh Vo","userId":"17185293886941812046"}},"outputId":"63649ef7-7f7e-4ecf-bebc-d77b1eb056cb"},"execution_count":3,"outputs":[{"output_type":"stream","name":"stdout","text":["Cloning into 'grounding-sam2-demo'...\n","remote: Enumerating objects: 200, done.\u001b[K\n","remote: Counting objects: 100% (200/200), done.\u001b[K\n","remote: Compressing objects: 100% (172/172), done.\u001b[K\n","remote: Total 200 (delta 32), reused 190 (delta 26), pack-reused 0 (from 0)\u001b[K\n","Receiving objects: 100% (200/200), 496.21 KiB | 2.37 MiB/s, done.\n","Resolving deltas: 100% (32/32), done.\n","Updating files: 100% (156/156), done.\n"]}]},{"cell_type":"code","source":["cd grounding-sam2-demo"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"TolY4gLqO3ba","executionInfo":{"status":"ok","timestamp":1729651004078,"user_tz":-420,"elapsed":4,"user":{"displayName":"Doan Thinh Vo","userId":"17185293886941812046"}},"outputId":"3e284677-645d-4d31-c8c5-cbea6a16584f"},"execution_count":4,"outputs":[{"output_type":"stream","name":"stdout","text":["/content/drive/MyDrive/workspace/GroundDino2/grounding-sam2-demo\n"]}]},{"cell_type":"code","source":["!pip install -r requirements.txt"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":1000},"id":"bE9LtUyCO83C","executionInfo":{"status":"ok","timestamp":1729651016934,"user_tz":-420,"elapsed":8890,"user":{"displayName":"Doan Thinh Vo","userId":"17185293886941812046"}},"outputId":"0342b274-6bf2-4d40-e6f6-915b582f10dc"},"execution_count":5,"outputs":[{"output_type":"stream","name":"stdout","text":["Requirement already satisfied: torch in /usr/local/lib/python3.10/dist-packages (from -r 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filename=antlr4_python3_runtime-4.9.3-py3-none-any.whl size=144555 sha256=c29a066a80ef3c8e977ff8d6395ba267db7a3e91358d4cb5cec005f5f085cf01\n","  Stored in directory: /root/.cache/pip/wheels/12/93/dd/1f6a127edc45659556564c5730f6d4e300888f4bca2d4c5a88\n","Successfully built antlr4-python3-runtime\n","Installing collected packages: antlr4-python3-runtime, addict, omegaconf, yapf, hydra-core, supervision\n","Successfully installed addict-2.4.0 antlr4-python3-runtime-4.9.3 hydra-core-1.3.2 omegaconf-2.3.0 supervision-0.24.0 yapf-0.40.2\n"]},{"output_type":"display_data","data":{"application/vnd.colab-display-data+json":{"pip_warning":{"packages":["pydevd_plugins"]},"id":"9c11fe40be5e4fe7be22337cec499618"}},"metadata":{}}]},{"cell_type":"code","source":["!python download_models.py"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"qf1IUiUPPEbu","executionInfo":{"status":"ok","timestamp":1729651064351,"user_tz":-420,"elapsed":27308,"user":{"displayName":"Doan Thinh Vo","userId":"17185293886941812046"}},"outputId":"bd625867-b1fb-4a01-f131-ab8e40fe5b25"},"execution_count":6,"outputs":[{"output_type":"stream","name":"stdout","text":["Successfully downloaded: sam2_hiera_large.pt\n","Successfully downloaded: groundingdino_swint_ogc.pth\n"]}]},{"cell_type":"code","source":["!python interface.py"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"UtAlHjW2O95E","executionInfo":{"status":"ok","timestamp":1729652646594,"user_tz":-420,"elapsed":1132975,"user":{"displayName":"Doan Thinh Vo","userId":"17185293886941812046"}},"outputId":"2f54c49d-c355-4a46-88f8-0e764e023a16"},"execution_count":9,"outputs":[{"output_type":"stream","name":"stdout","text":["/usr/local/lib/python3.10/dist-packages/timm/models/layers/__init__.py:48: FutureWarning: Importing from timm.models.layers is deprecated, please import via timm.layers\n","  warnings.warn(f\"Importing from {__name__} is deprecated, please import via timm.layers\", FutureWarning)\n","/content/drive/MyDrive/workspace/GroundDino2/grounding-sam2-demo/groundingdino/models/GroundingDINO/ms_deform_attn.py:31: UserWarning: Failed to load custom C++ ops. Running on CPU mode Only!\n","  warnings.warn(\"Failed to load custom C++ ops. Running on CPU mode Only!\")\n","* Running on local URL:  http://127.0.0.1:7860\n","\n","To create a public link, set `share=True` in `launch()`.\n","Keyboard interruption in main thread... closing server.\n","Traceback (most recent call last):\n","  File \"/usr/local/lib/python3.10/dist-packages/gradio/blocks.py\", line 2835, in block_thread\n","    time.sleep(0.1)\n","KeyboardInterrupt\n","\n","During handling of the above exception, another exception occurred:\n","\n","Traceback (most recent call last):\n","  File \"/content/drive/MyDrive/workspace/GroundDino2/grounding-sam2-demo/interface.py\", line 138, in <module>\n","    demo.launch()\n","  File \"/usr/local/lib/python3.10/dist-packages/gradio/blocks.py\", line 2740, in launch\n","    self.block_thread()\n","  File \"/usr/local/lib/python3.10/dist-packages/gradio/blocks.py\", line 2839, in block_thread\n","    self.server.close()\n","  File \"/usr/local/lib/python3.10/dist-packages/gradio/http_server.py\", line 68, in close\n","    self.thread.join(timeout=5)\n","  File \"/usr/lib/python3.10/threading.py\", line 1100, in join\n","    self._wait_for_tstate_lock(timeout=max(timeout, 0))\n","  File \"/usr/lib/python3.10/threading.py\", line 1116, in _wait_for_tstate_lock\n","    if lock.acquire(block, timeout):\n","KeyboardInterrupt\n"]}]},{"cell_type":"code","source":["!pip install gradio"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"Bpx8Kl9jQv3i","executionInfo":{"status":"ok","timestamp":1729651507484,"user_tz":-420,"elapsed":20690,"user":{"displayName":"Doan Thinh Vo","userId":"17185293886941812046"}},"outputId":"45aac6d4-c734-47e7-df51-eb7f1c9cd152"},"execution_count":8,"outputs":[{"output_type":"stream","name":"stdout","text":["Collecting gradio\n","  Downloading gradio-5.3.0-py3-none-any.whl.metadata (15 kB)\n","Collecting aiofiles<24.0,>=22.0 (from gradio)\n","  Downloading aiofiles-23.2.1-py3-none-any.whl.metadata (9.7 kB)\n","Requirement already satisfied: anyio<5.0,>=3.0 in 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gradio-5.3.0 gradio-client-1.4.2 h11-0.14.0 httpcore-1.0.6 httpx-0.27.2 huggingface-hub-0.26.1 markupsafe-2.1.5 orjson-3.10.10 pydub-0.25.1 python-multipart-0.0.12 ruff-0.7.0 semantic-version-2.10.0 starlette-0.41.0 tomlkit-0.12.0 uvicorn-0.32.0 websockets-12.0\n"]}]},{"cell_type":"code","source":["\n","!pip install gdown"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"5Mzo5nRqQyyF","executionInfo":{"status":"ok","timestamp":1729652745898,"user_tz":-420,"elapsed":7915,"user":{"displayName":"Doan Thinh Vo","userId":"17185293886941812046"}},"outputId":"a604c06f-4ea1-494b-d8e4-8f0c10c380e3"},"execution_count":10,"outputs":[{"output_type":"stream","name":"stdout","text":["Requirement already satisfied: gdown in /usr/local/lib/python3.10/dist-packages (5.2.0)\n","Requirement already satisfied: beautifulsoup4 in /usr/local/lib/python3.10/dist-packages (from gdown) (4.12.3)\n","Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from gdown) 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(from requests[socks]->gdown) (1.7.1)\n"]}]},{"cell_type":"code","source":["!gdown 1CQDiinxsHU1e_usTduhdI8QwxdPvoG9g"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"c43GTbUkVa6W","executionInfo":{"status":"ok","timestamp":1729652782142,"user_tz":-420,"elapsed":10270,"user":{"displayName":"Doan Thinh Vo","userId":"17185293886941812046"}},"outputId":"37943c3e-102e-4769-be61-c78767b2c954"},"execution_count":12,"outputs":[{"output_type":"stream","name":"stdout","text":["Downloading...\n","From (original): https://drive.google.com/uc?id=1CQDiinxsHU1e_usTduhdI8QwxdPvoG9g\n","From (redirected): https://drive.google.com/uc?id=1CQDiinxsHU1e_usTduhdI8QwxdPvoG9g&confirm=t&uuid=d201b9d9-21af-4a9e-ae13-b03f56ebcabd\n","To: /content/drive/MyDrive/workspace/GroundDino2/grounding-sam2-demo/sam2_hiera_large.pt\n"," 16% 143M/898M [00:05<00:27, 27.2MB/s]Traceback (most recent call last):\n","  File \"/usr/local/bin/gdown\", line 8, in <module>\n","    sys.exit(main())\n","  File \"/usr/local/lib/python3.10/dist-packages/gdown/__main__.py\", line 172, in main\n","    download(\n","  File \"/usr/local/lib/python3.10/dist-packages/gdown/download.py\", line 369, in download\n","    f.write(chunk)\n","KeyboardInterrupt\n","^C\n"]}]},{"cell_type":"code","source":["!pip install gdown"],"metadata":{"id":"f0M9ZgITVcY4"},"execution_count":null,"outputs":[]}]}