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cvat_plugins's Introduction

Highly skilled and innovative Computer Vision Engineer with a strong background in developing cutting-edge solutions for image and video analytics. Experienced in leveraging deep learning, machine learning, and computer vision algorithms to tackle complex problems in various industries. Passionate about advancing the field of computer vision and driving impactful applications in areas such as medical imaging, and augmented reality.

Machine Learning Frameworks:

Pytorch | Tensorflow | ONNX | TensorflowLite | OpenCV | PCL | Open3D | Tensorrt | PyCoral | OpenVino

Computer Vision Tasks:

image classification | object detection | image segmentation | synthetic data genertion

Progrmming Languages:

Python | C++ | C (micro-controllers)

Web Developement:

Tornado | Flask | FastAPI

User Interface:

Qt | Streamlit | Gradio | HTML

Opensource contributions:

CVAT | YoloV5 | YoloV7 | YoloV8 | Supervision | Ultimate Labelling | EyeQ | EyeQ-Foundation | CVAT Plugins | Label-studio ML Backend | YoloExplorer

Edge Devices:

Upboards | EdgeTPU | Jetson | Raspberry Pi | Luxonis OAK Devices | Myriad X

Others:

DevOps | MLOps | Git | DVC

cvat_plugins's People

Contributors

hardikdava avatar

Stargazers

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Watchers

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Forkers

r-kenk auggieft

cvat_plugins's Issues

Groundingdino error

) Listening {"listenAddress": ":8082"}
2023-10-12 14:23:52 23.10.12 06:23:52.658 processor.http (D) Creating worker pool {"num": 1}
2023-10-12 14:23:52 23.10.12 06:23:52.658 sor.http.w0.python.logger (D) Creating listener socket {"path": "/tmp/nuclio-rpc-ckjp1u200s0kejd449fg.sock"}
2023-10-12 14:23:52 23.10.12 06:23:52.659 sor.http.w0.python.logger (D) Creating listener socket {"path": "/tmp/nuclio-rpc-ckjp1u200s0kejd449g0.sock"}
2023-10-12 14:23:52 23.10.12 06:23:52.659 sor.http.w0.python.logger (D) Using Python wrapper script path {"path": "/opt/nuclio/_nuclio_wrapper.py"}
2023-10-12 14:23:52 23.10.12 06:23:52.665 sor.http.w0.python.logger (D) Using Python handler {"handler": "main:handler"}
2023-10-12 14:23:52 23.10.12 06:23:52.666 sor.http.w0.python.logger (D) Using Python executable {"path": "/usr/bin/python3"}
2023-10-12 14:23:52 23.10.12 06:23:52.666 sor.http.w0.python.logger (D) Setting PYTHONPATH {"value": "PYTHONPATH=/opt/nuclio"}
2023-10-12 14:23:52 23.10.12 06:23:52.666 sor.http.w0.python.logger (D) Running wrapper {"command": "/usr/bin/python3 -u /opt/nuclio/_nuclio_wrapper.py --handler main:handler --event-socket-path /tmp/nuclio-rpc-ckjp1u200s0kejd449fg.sock --control-socket-path /tmp/nuclio-rpc-ckjp1u200s0kejd449g0.sock --platform-kind local --namespace nuclio --worker-id 0 --trigger-kind http --trigger-name myHttpTrigger --decode-event-strings"}
2023-10-12 14:23:38 /usr/local/lib/python3.10/dist-packages/groundingdino/models/GroundingDINO/ms_deform_attn.py:31: UserWarning: Failed to load custom C++ ops. Running on CPU mode Only!
2023-10-12 14:23:38 warnings.warn("Failed to load custom C++ ops. Running on CPU mode Only!")
2023-10-12 14:23:38 Traceback (most recent call last):
2023-10-12 14:23:38 File "/opt/nuclio/model_handler.py", line 23, in load_network
2023-10-12 14:23:38 self.model = load_model(model_config_path=model_config_path, model_checkpoint_path=model_checkpoint_path,
2023-10-12 14:23:38 File "/usr/local/lib/python3.10/dist-packages/groundingdino/util/inference.py", line 30, in load_model
2023-10-12 14:23:38 args = SLConfig.fromfile(model_config_path)
2023-10-12 14:23:38 File "/usr/local/lib/python3.10/dist-packages/groundingdino/util/slconfig.py", line 185, in fromfile
2023-10-12 14:23:38 cfg_dict, cfg_text = SLConfig._file2dict(filename)
2023-10-12 14:23:38 File "/usr/local/lib/python3.10/dist-packages/groundingdino/util/slconfig.py", line 90, in _file2dict
2023-10-12 14:23:38 mod = import_module(temp_module_name)
2023-10-12 14:23:38 File "/usr/lib/python3.10/importlib/init.py", line 126, in import_module
2023-10-12 14:23:38 return _bootstrap._gcd_import(name[level:], package, level)
2023-10-12 14:23:38 File "", line 1050, in _gcd_import
2023-10-12 14:23:38 File "", line 1027, in _find_and_load
2023-10-12 14:23:38 File "", line 1006, in _find_and_load_unlocked
2023-10-12 14:23:38 File "", line 688, in _load_unlocked
2023-10-12 14:23:38 File "", line 883, in exec_module
2023-10-12 14:23:38 File "", line 241, in _call_with_frames_removed
2023-10-12 14:23:38 File "/tmp/tmp8eh_wv58/tmpjrzsznt8.py", line 1, in
2023-10-12 14:23:38 NameError: name 'false' is not defined. Did you mean: 'False'?
2023-10-12 14:23:38
2023-10-12 14:23:38 During handling of the above exception, another exception occurred:
2023-10-12 14:23:38
2023-10-12 14:23:38 Traceback (most recent call last):
2023-10-12 14:23:38 File "/opt/nuclio/_nuclio_wrapper.py", line 480, in
2023-10-12 14:23:38 run_wrapper()
2023-10-12 14:23:38 File "/opt/nuclio/_nuclio_wrapper.py", line 468, in run_wrapper
2023-10-12 14:23:38 loop.run_until_complete(wrapper_instance.initialize())
2023-10-12 14:23:38 File "/usr/lib/python3.10/asyncio/base_events.py", line 649, in run_until_complete
2023-10-12 14:23:38 return future.result()
2023-10-12 14:23:38 File "/opt/nuclio/_nuclio_wrapper.py", line 165, in initialize
2023-10-12 14:23:38 await self._initialize_context()
2023-10-12 14:23:38 File "/opt/nuclio/_nuclio_wrapper.py", line 188, in _initialize_context
2023-10-12 14:23:38 init_context_result = getattr(self._entrypoint_module, 'init_context')(self._context)
2023-10-12 14:23:38 File "/opt/nuclio/main.py", line 21, in init_context
2023-10-12 14:23:38 model = ModelHandler(labels)
2023-10-12 14:23:38 File "/opt/nuclio/model_handler.py", line 14, in init
2023-10-12 14:23:38 self.load_network(model_config_path="GroundingDINO_SwinT_OGC.py", model_checkpoint_path="groundingdino_swint_ogc.pth")
2023-10-12 14:23:38 File "/opt/nuclio/model_handler.py", line 28, in load_network
2023-10-12 14:23:38 raise Exception(f"Cannot load model {model_checkpoint_path}: {e}")
2023-10-12 14:23:38 Exception: Cannot load model groundingdino_swint_ogc.pth: name 'false' is not defined
2023-10-12 14:23:38 Exception ignored in: <function _TemporaryFileCloser.del at 0x7f1ddd299750>
2023-10-12 14:23:38 Traceback (most recent call last):
2023-10-12 14:23:38 File "/usr/lib/python3.10/tempfile.py", line 589, in del
2023-10-12 14:23:38 File "/usr/lib/python3.10/tempfile.py", line 585, in close
2023-10-12 14:23:38 FileNotFoundError: [Errno 2] No such file or directory: '/tmp/tmp8eh_wv58/tmpjrzsznt8.py'
2023-10-12 14:23:39 panic: Wrapper process for worker 0 exited unexpectedly with: exit status 1
2023-10-12 14:23:39
2023-10-12 14:23:39 goroutine 41 [running]:
2023-10-12 14:23:39 github.com/nuclio/nuclio/pkg/processor/runtime/rpc.(*AbstractRuntime).watchWrapperProcess(0xc00039c0e0)
2023-10-12 14:23:39 /home/runner/work/nuclio/nuclio/pkg/processor/runtime/rpc/abstract.go:639 +0x454
2023-10-12 14:23:39 created by github.com/nuclio/nuclio/pkg/processor/runtime/rpc.(*AbstractRuntime).startWrapper
2023-10-12 14:23:39 /home/runner/work/nuclio/nuclio/pkg/processor/runtime/rpc/abstract.go:296 +0x1fd
2023-10-12 14:23:48 /usr/local/lib/python3.10/dist-packages/groundingdino/models/GroundingDINO/ms_deform_attn.py:31: UserWarning: Failed to load custom C++ ops. Running on CPU mode Only!
2023-10-12 14:23:48 warnings.warn("Failed to load custom C++ ops. Running on CPU mode Only!")
2023-10-12 14:23:48 Traceback (most recent call last):
2023-10-12 14:23:48 File "/opt/nuclio/model_handler.py", line 23, in load_network
2023-10-12 14:23:48 self.model = load_model(model_config_path=model_config_path, model_checkpoint_path=model_checkpoint_path,
2023-10-12 14:23:48 File "/usr/local/lib/python3.10/dist-packages/groundingdino/util/inference.py", line 30, in load_model
2023-10-12 14:23:48 args = SLConfig.fromfile(model_config_path)
2023-10-12 14:23:48 File "/usr/local/lib/python3.10/dist-packages/groundingdino/util/slconfig.py", line 185, in fromfile
2023-10-12 14:23:48 cfg_dict, cfg_text = SLConfig._file2dict(filename)
2023-10-12 14:23:48 File "/usr/local/lib/python3.10/dist-packages/groundingdino/util/slconfig.py", line 90, in _file2dict
2023-10-12 14:23:48 mod = import_module(temp_module_name)
2023-10-12 14:23:48 File "/usr/lib/python3.10/importlib/init.py", line 126, in import_module
2023-10-12 14:23:48 return _bootstrap._gcd_import(name[level:], package, level)
2023-10-12 14:23:48 File "", line 1050, in _gcd_import
2023-10-12 14:23:48 File "", line 1027, in _find_and_load
2023-10-12 14:23:48 File "", line 1006, in _find_and_load_unlocked
2023-10-12 14:23:48 File "", line 688, in _load_unlocked
2023-10-12 14:23:48 File "", line 883, in exec_module
2023-10-12 14:23:48 File "", line 241, in _call_with_frames_removed
2023-10-12 14:23:48 File "/tmp/tmpuhmaw98f/tmpa5mm56vl.py", line 1, in
2023-10-12 14:23:48 NameError: name 'false' is not defined. Did you mean: 'False'?
2023-10-12 14:23:48
2023-10-12 14:23:48 During handling of the above exception, another exception occurred:
2023-10-12 14:23:48
2023-10-12 14:23:48 Traceback (most recent call last):
2023-10-12 14:23:48 File "/opt/nuclio/_nuclio_wrapper.py", line 480, in
2023-10-12 14:23:48 run_wrapper()
2023-10-12 14:23:48 File "/opt/nuclio/_nuclio_wrapper.py", line 468, in run_wrapper
2023-10-12 14:23:48 loop.run_until_complete(wrapper_instance.initialize())
2023-10-12 14:23:48 File "/usr/lib/python3.10/asyncio/base_events.py", line 649, in run_until_complete
2023-10-12 14:23:48 return future.result()
2023-10-12 14:23:48 File "/opt/nuclio/_nuclio_wrapper.py", line 165, in initialize
2023-10-12 14:23:48 await self._initialize_context()
2023-10-12 14:23:48 File "/opt/nuclio/_nuclio_wrapper.py", line 188, in _initialize_context
2023-10-12 14:23:48 init_context_result = getattr(self._entrypoint_module, 'init_context')(self._context)
2023-10-12 14:23:48 File "/opt/nuclio/main.py", line 21, in init_context
2023-10-12 14:23:48 model = ModelHandler(labels)
2023-10-12 14:23:48 File "/opt/nuclio/model_handler.py", line 14, in init
2023-10-12 14:23:48 self.load_network(model_config_path="GroundingDINO_SwinT_OGC.py", model_checkpoint_path="groundingdino_swint_ogc.pth")
2023-10-12 14:23:48 File "/opt/nuclio/model_handler.py", line 28, in load_network
2023-10-12 14:23:48 raise Exception(f"Cannot load model {model_checkpoint_path}: {e}")
2023-10-12 14:23:48 Exception: Cannot load model groundingdino_swint_ogc.pth: name 'false' is not defined
2023-10-12 14:23:48 Exception ignored in: <function _TemporaryFileCloser.del at 0x7f58d9e49750>
2023-10-12 14:23:48 Traceback (most recent call last):
2023-10-12 14:23:48 File "/usr/lib/python3.10/tempfile.py", line 589, in del
2023-10-12 14:23:48 File "/usr/lib/python3.10/tempfile.py", line 585, in close
2023-10-12 14:23:48 FileNotFoundError: [Errno 2] No such file or directory: '/tmp/tmpuhmaw98f/tmpa5mm56vl.py'
2023-10-12 14:23:49 panic: Wrapper process for worker 0 exited unexpectedly with: exit status 1
2023-10-12 14:23:49
2023-10-12 14:23:49 goroutine 48 [running]:
2023-10-12 14:23:49 github.com/nuclio/nuclio/pkg/processor/runtime/rpc.(*AbstractRuntime).watchWrapperProcess(0xc00039c0e0)
2023-10-12 14:23:49 /home/runner/work/nuclio/nuclio/pkg/processor/runtime/rpc/abstract.go:639 +0x454
2023-10-12 14:23:49 created by github.com/nuclio/nuclio/pkg/processor/runtime/rpc.(*AbstractRuntime).startWrapper
2023-10-12 14:23:49 /home/runner/work/nuclio/nuclio/pkg/processor/runtime/rpc/abstract.go:296 +0x1fd

hello brother

@hardik Dava Hello brother, the latest YOLOv8 OBB task has been merged. Do you know how to write it to the CVAT backend server for automatic annotation? CVAT supports serverless return of directed detection boxes

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