From 323aa8c4f248fc1bccce7efd0f41b24e4bcca213 Mon Sep 17 00:00:00 2001 From: whzzt <2276797313@qq.com> Date: Thu, 5 Jan 2023 01:16:31 +0800 Subject: [PATCH 1/8] Docs enhancement --- README.md | 35 ++++++++++++++++++++++----- examples/fall_detection/README.md | 8 ++++++ examples/loitering/README.md | 8 ++++++ examples/unattended_baggage/README.md | 8 ++++++ 4 files changed, 53 insertions(+), 6 deletions(-) create mode 100644 examples/fall_detection/README.md create mode 100644 examples/loitering/README.md create mode 100644 examples/unattended_baggage/README.md diff --git a/README.md b/README.md index 7c27cc1..cac2790 100644 --- a/README.md +++ b/README.md @@ -14,9 +14,9 @@ In order to declare a video query with VQPy, users need to extend two classes de #### Define a `VObj` -Users can define their own objects of interest, as well as the property in the objects they hope to query on, with a `VObj` class. +Users can define their own objects of interest, as well as the property in the objects they hope to query on, with a `VObj` class. The definition should start with a `@vqpy.property` decorator. -For example, if we are interested in the vehicle object in the video, and want to query the license plate. We can define a `Vobj` class as below. +For example, if we are interested in the vehicle object in the video, and want to query the license plate. We can define a `Vobj` class as below. ```python class Vehicle(vqpy.VObjBase): @@ -27,10 +27,14 @@ class Vehicle(vqpy.VObjBase): return self.infer('license_plate', {'license_plate': 'openalpr'}) ``` +For more details on how users can define their own property, please refer to the **Examples** section and see how we define objects in our demos. + #### Define a `Query` Users can express their queries through SQL-like constraints with `VObjConstraint`, which is a return value of the `setting` method in their `Query` class. In `VObjConstraint`, users can specify query constraints on the interested object with `filter_cons`, and `select_cons` gives the projection of the properties the query shall return. +Moreover, the user can provide some functions when The projected properties will pass a postprocess function provided by the user, which is the identity function by default. + The code below demonstrates a query that selects all the `Vehicle` objects whose velocity is greater than 0.1, and chooses the two properties of `track_id` and `license_plate` for return. ```python @@ -39,7 +43,7 @@ class ListMovingVehicle(vqpy.QueryBase): @staticmethod def setting() -> vqpy.VObjConstraint: filter_cons = {'__class__': lambda x: x == Vehicle, - 'bbox_velocity': lambda x: x >= 0.1} + 'velocity': lambda x: x >= 0.1} select_cons = {'track_id': None, 'license_plate': None} return vqpy.VObjConstraint(filter_cons=filter_cons, @@ -55,7 +59,9 @@ vqpy.launch(cls_name=vqpy.COCO_CLASSES, # detection class cls_type={"car": Vehicle, "truck": Vehicle}, # mappings from detection class to VObj tasks=[ListMovingVehicle()], # a list of Queries to apply video_path=args.path, # the path of the queried video - save_folder=args.save_folder # result of query will be saved as a json file in this folder + save_folder=args.save_folder, # result of query will be saved as a json file in this folder + detector_name="yolox", # optional, specify the name of user's own model + detector_model_dir=args.pretrained_model_dir # optional, specify the directory of user's pretrained model ) ``` @@ -67,7 +73,24 @@ For more details on customization, please refer to the document [here](https://g ## Examples -We have included two examples for demonstrating VQPy. +We have included several examples for demonstrating VQPy. +- [Fall Detection](examples/fall_detection): detect people in the video and recognize fallen person. - [List red moving vehicle](examples/list_red_moving_vehicle): show license plate of red moving vehicle. -- [Pedestrian Counting](examples/count_person): count the number of pedestrians at the crosswalk. +- [People Loitering](examples/loitering): count the number of person loitering around. +- [People Counting](examples/people_counting): count the number of person heading both directions. +- [Unattended Baggage Detection](examples/unattended_baggage): detect unattended baggages. + +In the following, we will discuss about the objects of interests in each of the above examples, which may help understand how to code with VQPy. + +TODO: + +### Fall Detection + +### List Red Moving Vehicle + +### People Loitering + +### People Counting + +### Unattended Baggage Detection diff --git a/examples/fall_detection/README.md b/examples/fall_detection/README.md new file mode 100644 index 0000000..3fba140 --- /dev/null +++ b/examples/fall_detection/README.md @@ -0,0 +1,8 @@ +# Fall Detection example +This example demonstrates how to use VQPy to generate a query that detect the falling person in the video. + +## Environment preparation +TODO. + +## Run Example +TODO (also move this document to jupyter notebook). \ No newline at end of file diff --git a/examples/loitering/README.md b/examples/loitering/README.md new file mode 100644 index 0000000..0c676bc --- /dev/null +++ b/examples/loitering/README.md @@ -0,0 +1,8 @@ +# People Loitering example +This example demonstrates how to use VQPy to generate a query that find the people loitering around. + +## Environment preparation +TODO. + +## Run Example +TODO (also move this document to jupyter notebook). \ No newline at end of file diff --git a/examples/unattended_baggage/README.md b/examples/unattended_baggage/README.md new file mode 100644 index 0000000..5b33224 --- /dev/null +++ b/examples/unattended_baggage/README.md @@ -0,0 +1,8 @@ +# Unattended Baggage Detection example +This example demonstrates how to use VQPy to generate a query that find the unattended baggages. + +## Environment preparation +TODO. + +## Run Example +TODO (also move this document to jupyter notebook). \ No newline at end of file From 56f807c16007e8a0741650d116ab761c46263824 Mon Sep 17 00:00:00 2001 From: whzzt <2276797313@qq.com> Date: Sun, 15 Jan 2023 23:44:34 +0800 Subject: [PATCH 2/8] Revert unnecessary changes; Enhance document --- README.md | 127 +++++++++++++++++++++----- docs/README.md | 1 - docs/resources/architecture.png | Bin 46304 -> 0 bytes docs/resources/vqpy.png | Bin 0 -> 98225 bytes examples/fall_detection/README.md | 8 -- examples/loitering/README.md | 8 -- examples/unattended_baggage/README.md | 8 -- vqpy/base/detector.py | 2 +- vqpy/function/logger.py | 2 +- 9 files changed, 108 insertions(+), 48 deletions(-) delete mode 100644 docs/README.md delete mode 100644 docs/resources/architecture.png create mode 100644 docs/resources/vqpy.png delete mode 100644 examples/fall_detection/README.md delete mode 100644 examples/loitering/README.md delete mode 100644 examples/unattended_baggage/README.md diff --git a/README.md b/README.md index cac2790..5f72488 100644 --- a/README.md +++ b/README.md @@ -10,13 +10,17 @@ VQPy is still under active development. VQPy compiler, which generates a query p ### Basic usage -In order to declare a video query with VQPy, users need to extend two classes defined in VQPy, namely `Query` and `VObj`. `VObj` defines the objects of interest (e.g., cars, humans, animals, etc.) in one or more video streams, and `Query` defines the video query. +In order to declare a video query with VQPy, users need to extend two classes defined in VQPy, namely `Query` and `VObj`. `VObj` defines the objects of interest (e.g., cars, humans, animals, etc.) in one or more video streams, and `Query` defines the video query. After declaration, the user can send the video feed and execution hints through the provided interface, and the backend will generate the execution plan and perform actual execution. The following graph illustrates the general structure of VQPy. + +![](docs/resources/vqpy.png) #### Define a `VObj` -Users can define their own objects of interest, as well as the property in the objects they hope to query on, with a `VObj` class. The definition should start with a `@vqpy.property` decorator. +Users can define their own objects of interest, as well as the property in the objects they hope to query on, with a `VObj` class. To define a `VObj` instance, users are required to inherit the `vqpy.VObjBase` class; to define a property, the definition should start with a `@vqpy.property` decorator. + +The definition should start with a `@vqpy.property` decorator. -For example, if we are interested in the vehicle object in the video, and want to query the license plate. We can define a `Vobj` class as below. +For example, if we are interested in the vehicle object in the video, and want to query the license plate. We can define a `Vehicle` class as below. ```python class Vehicle(vqpy.VObjBase): @@ -27,7 +31,11 @@ class Vehicle(vqpy.VObjBase): return self.infer('license_plate', {'license_plate': 'openalpr'}) ``` -For more details on how users can define their own property, please refer to the **Examples** section and see how we define objects in our demos. +Here you can see a builtin interface `infer` provided by the library. There are two basic interfaces `infer` and `getv`, both of which are used to infer an attribute, typically an user-defined or pre-defined property in most cases. There are two differences in the functions: `getv` can retrieve values in historic frames if the property is marked by `@vqpy.stateful` decorator; `getv` consider user-defined names first and `infer` directly look up the library. + +We also have some other decorators for defining properties, including `@vqpy.postproc` and `@vqpy.cross_object_property`. The former decorator provides basic postprocessing functions. For instance, returning the modal value of the results in past 10 frames. The latter decorator can help user define cross-object properties, so that users can track values like distances between all pairs of people and baggage. + +For more details on how to use the decorators to define one's own object, please refer to our API document. You can also refer to our demos to see several example implementations of concerned objects. #### Define a `Query` @@ -50,9 +58,35 @@ class ListMovingVehicle(vqpy.QueryBase): select_cons=select_cons) ``` +We also have a utility function named `vqpy.utils.continuing`, which checks whether a condition function continues to be true for a certain duration. The following code demonstrate a query that selects all the `Person` objects whose `bottom_center` property lies in the specified region. Then the `track_id` field, `coordinate` field and `in_roi_periods` field. Note that `in_roi_periods` is generated by the `vqpy.utils.continuing` instance, meaning that the total time period the condition is satisfied. + +```python +class People_loitering_query(vqpy.QueryBase): + + @staticmethod + def setting() -> vqpy.VObjConstraint: + REGIONS = [[ + (550, 550), (1162, 400), (1720, 720), (1430, 1072), (600, 1073) + ]] + + filter_cons = { + "__class__": lambda x: x == Person, + "bottom_center": vqpy.utils.continuing( + condition=vqpy.utils.within_regions(REGIONS), + duration=10, name="in_roi" + ), + } + select_cons = { + "track_id": None, + "coordinate": lambda x: str(x), # convert to string for JSON serialization + "in_roi_periods": None, + } + return vqpy.VObjConstraint(filter_cons, select_cons) +``` + #### Launch the task -Last, we can call `vqpy.launch` to start query video frames. +After declaring `VObj` and `Query`, users should call the `vqpy.launch` function to deploy the video query, below is an example of this interface. Users should specify the detector class they expect, and map the object detection result to the defined VObj types. ```python vqpy.launch(cls_name=vqpy.COCO_CLASSES, # detection class @@ -65,11 +99,74 @@ vqpy.launch(cls_name=vqpy.COCO_CLASSES, # detection class ) ``` -Under the hood, VQPy will automatically select an object detection model that outputs the specified `cls_name`. Multiple video optimizations will be conducted transparently to improve the end-to-end video query performance. +Under the hood, VQPy will automatically select an object detection model that outputs the specified `cls_name`, and decide the workflow to generate the object properties. Multiple video optimizations will be conducted transparently to improve the end-to-end video query performance. + +#### Detector and tracker + +Under normal conditions, users do not need to provide a detector implementation. However, if the user have a detector, they can inherit `vqpy.detector.DetectorBase` and implement the required interfaces. + +```python +class DetectorBase(object): + """The base class of all predictors""" + cls_names = None # the class names of the classification + output_fields = [] # the list of data fields the predictor can provide + + def __init__(self, model_path: str) -> None: + self.model_path = model_path + + def inference(self, img: np.ndarray) -> List[Dict]: + """Get the detected objects from the image + img (np.ndarray): the inferenced images + returns: list of objects, expressed in dictionaries + """ + raise NotImplementedError +``` + +There are two level of trackers in VQPy. The surface level tracker stores the `VObj` instances by classes, and this is where `VObj` instances are created. For the default surface level tracker, different classes will be tracked separately using the ground level tracker. This level of tracker should generate the `track_id` field based on the provided detection result in this frame. Clearly, these trackers should be able to memorize historic detection results. To implement a method generating `track_id`, one should inherit `GroundTrackerBase` and register it to our backend. The interface of the ground level tracker is show below: + +```python +class GroundTrackerBase(object): + """The ground level tracker base class. + Objects of this class approve detections results and associate the + results with necessary data fields. + """ + input_fields = [] # the required data fields for this tracker + output_fields = [] # the data fields generated by this tracker + def __init__(self, stream: FrameStream): + ... + def update(self, data: List[Dict]) -> Tuple[List[Dict], List[Dict]]: + """Filter the detected data and associate output data + returns: the current tracked data and the current lost data + """ + ... +``` + +For the registration details, please refer to our API document. + +#### Customization + +In VQPy, users can also add their own function and models by using the built-in interfaces. These interfaces are also used for functions and models in the library. To register a library property, we can use `@vqpy.vqpy_func_logger` decorator, with the following interface, as in the following example: + +```python +def vqpy_func_logger(input_fields, output_fields, past_fields, + specifications=None, required_length=-1): + """ input_fields: required fields in this frame. + output_fields: fields the function can generate. + past_fields: required fields in past frames. + specifications: preference of the function. + required_length: the required track length for this function. """ + ... + +@vqpy_func_logger(['tlbr'], ['bottom_center'], [], required_length=1) +def bottom_center_coordinate(obj, tlbr): + """compute the coordinate of bottom center of the bounding box""" + x = (tlbr[0] + tlbr[2]) / 2 + y = tlbr[3] + return [(x, y)] -### Customization +``` -For more details on customization, please refer to the document [here](https://github.com/uclasystem/VQPy/blob/main/docs/frontend.md#customization). +There are also several interfaces for registering detector (`vqpy.detector.register`) and tracker (TODO) . For the detailed interface and usage, please refer to our API document. ## Examples @@ -81,16 +178,4 @@ We have included several examples for demonstrating VQPy. - [People Counting](examples/people_counting): count the number of person heading both directions. - [Unattended Baggage Detection](examples/unattended_baggage): detect unattended baggages. -In the following, we will discuss about the objects of interests in each of the above examples, which may help understand how to code with VQPy. - -TODO: - -### Fall Detection - -### List Red Moving Vehicle - -### People Loitering - -### People Counting - -### Unattended Baggage Detection +These examples can well demonstrate what VQPy can do and how to use VQPy. diff --git a/docs/README.md b/docs/README.md deleted file mode 100644 index ef3cc30..0000000 --- a/docs/README.md +++ /dev/null @@ -1 +0,0 @@ -# VQPy Documentation diff --git a/docs/resources/architecture.png b/docs/resources/architecture.png deleted file mode 100644 index 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Subject: [PATCH 3/8] update according to suggestions --- README.md | 89 ++++++++++++++++++++++++++++++++++--------------------- 1 file changed, 56 insertions(+), 33 deletions(-) diff --git a/README.md b/README.md index 5f72488..5e64b60 100644 --- a/README.md +++ b/README.md @@ -16,9 +16,7 @@ In order to declare a video query with VQPy, users need to extend two classes de #### Define a `VObj` -Users can define their own objects of interest, as well as the property in the objects they hope to query on, with a `VObj` class. To define a `VObj` instance, users are required to inherit the `vqpy.VObjBase` class; to define a property, the definition should start with a `@vqpy.property` decorator. - -The definition should start with a `@vqpy.property` decorator. +Users can define their own objects of interest, as well as the property in the objects they hope to query on, with a `VObj` class. To define a `VObj` instance, users are required to inherit the `vqpy.VObjBase` class; to define a property, the definition should start with a `@vqpy.property` decorator. Specifically, if a property is related to multiple objects, the definition should use `@vqpy.cross_object_property` instead of `@vqpy.property`. For example, if we are interested in the vehicle object in the video, and want to query the license plate. We can define a `Vehicle` class as below. @@ -31,17 +29,37 @@ class Vehicle(vqpy.VObjBase): return self.infer('license_plate', {'license_plate': 'openalpr'}) ``` -Here you can see a builtin interface `infer` provided by the library. There are two basic interfaces `infer` and `getv`, both of which are used to infer an attribute, typically an user-defined or pre-defined property in most cases. There are two differences in the functions: `getv` can retrieve values in historic frames if the property is marked by `@vqpy.stateful` decorator; `getv` consider user-defined names first and `infer` directly look up the library. +And if we are interested in the closest person to each of the `Baggage` object, we can declare a `closest_person` property as below. The `track_id` and `tlbr` of all `Person` are passed as argument accordingly. + +```python +class Person(vqpy.VObjBase): + pass + + +class Baggage(vqpy.VObjBase): + + @vqpy.property() + @vqpy.cross_vobj_property( + vobj_type=Person, vobj_num="ALL", + vobj_input_fields=("track_id", "tlbr") + ) + # function decorator responsible for retrieving list of properties + # Person_id and Person_tlbr given as a list of track_id's and tlbr's + def closest_person(self, person_ids, person_tlbrs): + ... +``` + +Also, we can see a builtin interface `infer` provided by the library in the first example. In VQPy, there are two basic interfaces `infer` and `getv`, both of which are used to infer an attribute, typically an user-defined or pre-defined property in most cases. -We also have some other decorators for defining properties, including `@vqpy.postproc` and `@vqpy.cross_object_property`. The former decorator provides basic postprocessing functions. For instance, returning the modal value of the results in past 10 frames. The latter decorator can help user define cross-object properties, so that users can track values like distances between all pairs of people and baggage. +There are two differences in the functions: `getv` can retrieve values in historic frames if the property is marked by `@vqpy.stateful` decorator; `getv` consider user-defined names first and `infer` directly look up the library. Consequently, `infer` is mostly used when implementing the properties to avoid circular reference, and `getv` can be used as the interface to access the data within this object. -For more details on how to use the decorators to define one's own object, please refer to our API document. You can also refer to our demos to see several example implementations of concerned objects. +We also have some other decorators to simplify the definition of properties, like `@vqpy.postproc`. This decorator provides basic postprocessing functions. For instance, returning the modal value of the results in past 10 frames. For more details on how to use the decorators, please refer to our API document (TODO). You can also refer to our demos to see several example implementations of concerned objects. #### Define a `Query` Users can express their queries through SQL-like constraints with `VObjConstraint`, which is a return value of the `setting` method in their `Query` class. In `VObjConstraint`, users can specify query constraints on the interested object with `filter_cons`, and `select_cons` gives the projection of the properties the query shall return. -Moreover, the user can provide some functions when The projected properties will pass a postprocess function provided by the user, which is the identity function by default. +Moreover, the user can provide some functions. In `filter_cons`, the functions are boolean, and objects whose corresponding value has a `False` return will not be selected. In `select_cons`, the returned value will pass the function provided. By default, these functions are all identity functions. The code below demonstrates a query that selects all the `Vehicle` objects whose velocity is greater than 0.1, and chooses the two properties of `track_id` and `license_plate` for return. @@ -101,6 +119,32 @@ vqpy.launch(cls_name=vqpy.COCO_CLASSES, # detection class Under the hood, VQPy will automatically select an object detection model that outputs the specified `cls_name`, and decide the workflow to generate the object properties. Multiple video optimizations will be conducted transparently to improve the end-to-end video query performance. +### Customization + +In VQPy, users can also add their own function and models by using the built-in interfaces. These interfaces are also used for functions and models in the library. + +#### Library property + +To register a library property, we can use `@vqpy.vqpy_func_logger` decorator, with the following interface, as in the following example: + +```python +def vqpy_func_logger(input_fields, output_fields, past_fields, + specifications=None, required_length=-1): + """ input_fields: required fields in this frame. + output_fields: fields the function can generate. + past_fields: required fields in past frames. + specifications: preference of the function. + required_length: the required track length for this function. """ + ... + +@vqpy_func_logger(['tlbr'], ['bottom_center'], [], required_length=1) +def bottom_center_coordinate(obj, tlbr): + """compute the coordinate of bottom center of the bounding box""" + x = (tlbr[0] + tlbr[2]) / 2 + y = tlbr[3] + return [(x, y)] +``` + #### Detector and tracker Under normal conditions, users do not need to provide a detector implementation. However, if the user have a detector, they can inherit `vqpy.detector.DetectorBase` and implement the required interfaces. @@ -122,7 +166,9 @@ class DetectorBase(object): raise NotImplementedError ``` -There are two level of trackers in VQPy. The surface level tracker stores the `VObj` instances by classes, and this is where `VObj` instances are created. For the default surface level tracker, different classes will be tracked separately using the ground level tracker. This level of tracker should generate the `track_id` field based on the provided detection result in this frame. Clearly, these trackers should be able to memorize historic detection results. To implement a method generating `track_id`, one should inherit `GroundTrackerBase` and register it to our backend. The interface of the ground level tracker is show below: +There are two level of trackers in VQPy. The surface level tracker stores the `VObj` instances by classes, and this is where `VObj` instances are created. For the default surface level tracker, different classes will be tracked separately using the ground level tracker. This level of tracker should generate the `track_id` field based on the provided detection result in this frame. Clearly, these trackers should be able to memorize historic detection results. + +To implement a customized method generating `track_id`, one should inherit `GroundTrackerBase` and register it to our backend. The interface of the ground level tracker is show below: ```python class GroundTrackerBase(object): @@ -141,32 +187,9 @@ class GroundTrackerBase(object): ... ``` -For the registration details, please refer to our API document. - -#### Customization - -In VQPy, users can also add their own function and models by using the built-in interfaces. These interfaces are also used for functions and models in the library. To register a library property, we can use `@vqpy.vqpy_func_logger` decorator, with the following interface, as in the following example: - -```python -def vqpy_func_logger(input_fields, output_fields, past_fields, - specifications=None, required_length=-1): - """ input_fields: required fields in this frame. - output_fields: fields the function can generate. - past_fields: required fields in past frames. - specifications: preference of the function. - required_length: the required track length for this function. """ - ... - -@vqpy_func_logger(['tlbr'], ['bottom_center'], [], required_length=1) -def bottom_center_coordinate(obj, tlbr): - """compute the coordinate of bottom center of the bounding box""" - x = (tlbr[0] + tlbr[2]) / 2 - y = tlbr[3] - return [(x, y)] - -``` +For the registration details, please refer to our API document (TODO). -There are also several interfaces for registering detector (`vqpy.detector.register`) and tracker (TODO) . For the detailed interface and usage, please refer to our API document. +There are also several interfaces for registering detector (`vqpy.detector.register`) and tracker (TODO) . For the detailed interface and usage, please refer to our API document (TODO). ## Examples From facf5fb4066efd815bd30b76c0a86f0460a36a5b Mon Sep 17 00:00:00 2001 From: whzzt <2276797313@qq.com> Date: Mon, 16 Jan 2023 14:28:07 +0800 Subject: [PATCH 4/8] resolve certain problems --- README.md | 26 ++++++++++------------ examples/list_red_moving_vehicle/README.md | 4 ++++ 2 files changed, 16 insertions(+), 14 deletions(-) diff --git a/README.md b/README.md index 5e64b60..1027aa9 100644 --- a/README.md +++ b/README.md @@ -29,7 +29,7 @@ class Vehicle(vqpy.VObjBase): return self.infer('license_plate', {'license_plate': 'openalpr'}) ``` -And if we are interested in the closest person to each of the `Baggage` object, we can declare a `closest_person` property as below. The `track_id` and `tlbr` of all `Person` are passed as argument accordingly. +And if we are interested in the closest person to each of the `Baggage` object, we can declare a `closest_person` property as below. The `track_id` and `tlbr` of all `Person` objects are passed as argument accordingly. ```python class Person(vqpy.VObjBase): @@ -51,15 +51,15 @@ class Baggage(vqpy.VObjBase): Also, we can see a builtin interface `infer` provided by the library in the first example. In VQPy, there are two basic interfaces `infer` and `getv`, both of which are used to infer an attribute, typically an user-defined or pre-defined property in most cases. -There are two differences in the functions: `getv` can retrieve values in historic frames if the property is marked by `@vqpy.stateful` decorator; `getv` consider user-defined names first and `infer` directly look up the library. Consequently, `infer` is mostly used when implementing the properties to avoid circular reference, and `getv` can be used as the interface to access the data within this object. +There are two differences in the functions: `getv` can retrieve values in historic frames using `object.getv(property, index=)` if the property is marked by `@vqpy.stateful` decorator; `getv` consider user-defined names first and `infer` directly look up the library. Consequently, `infer` is mostly used when implementing the properties to avoid circular reference, and `getv` can be used as the interface to access the data within this object. -We also have some other decorators to simplify the definition of properties, like `@vqpy.postproc`. This decorator provides basic postprocessing functions. For instance, returning the modal value of the results in past 10 frames. For more details on how to use the decorators, please refer to our API document (TODO). You can also refer to our demos to see several example implementations of concerned objects. +We also have some other decorators to simplify the definition of properties, like `@vqpy.postproc`. This decorator provides basic postprocessing functions. For instance, returning the modal value of the results in past 10 frames. For more details on how to use the decorators, please refer to our API document (TODO). You can also refer to our [demos](https://github.com/uclasystem/VQPy/blob/main/README.md#customization) to see several example implementations of concerned objects. #### Define a `Query` Users can express their queries through SQL-like constraints with `VObjConstraint`, which is a return value of the `setting` method in their `Query` class. In `VObjConstraint`, users can specify query constraints on the interested object with `filter_cons`, and `select_cons` gives the projection of the properties the query shall return. -Moreover, the user can provide some functions. In `filter_cons`, the functions are boolean, and objects whose corresponding value has a `False` return will not be selected. In `select_cons`, the returned value will pass the function provided. By default, these functions are all identity functions. +Moreover, users can provide some functions for the constraints and projections. In `filter_cons`, the functions should be boolean, and objects whose corresponding property has a `False` return value will not be selected. In `select_cons`, these functions serve as the postprocessing of the property value, and users can simply set the value to `None` if they want to output the value directly. The code below demonstrates a query that selects all the `Vehicle` objects whose velocity is greater than 0.1, and chooses the two properties of `track_id` and `license_plate` for return. @@ -104,7 +104,7 @@ class People_loitering_query(vqpy.QueryBase): #### Launch the task -After declaring `VObj` and `Query`, users should call the `vqpy.launch` function to deploy the video query, below is an example of this interface. Users should specify the detector class they expect, and map the object detection result to the defined VObj types. +After declaring `VObj` and `Query`, users should call the `vqpy.launch` function to deploy the video query, below is an example of this interface. Users should specify the detection class they expect, and map the object detection result to the defined VObj types. ```python vqpy.launch(cls_name=vqpy.COCO_CLASSES, # detection class @@ -121,7 +121,7 @@ Under the hood, VQPy will automatically select an object detection model that ou ### Customization -In VQPy, users can also add their own function and models by using the built-in interfaces. These interfaces are also used for functions and models in the library. +In VQPy, users can also add their own function and models by using the built-in interfaces. These interfaces are also used for functions and models in the library. The following sections gives a general view on customization, but for the detailed usage, please refer to our API document (TODO). #### Library property @@ -145,13 +145,13 @@ def bottom_center_coordinate(obj, tlbr): return [(x, y)] ``` -#### Detector and tracker +#### Detector -Under normal conditions, users do not need to provide a detector implementation. However, if the user have a detector, they can inherit `vqpy.detector.DetectorBase` and implement the required interfaces. +Under normal conditions, users do not need to provide a detector implementation. However, if the user have a detector, they can inherit `vqpy.detector.DetectorBase` and implement the required interfaces, and use `vqpy.detector.register` to register the detector. The return value of `inference` should be a list of dictionaries, representing the properties and the corresponding value for each detected object. ```python class DetectorBase(object): - """The base class of all predictors""" + """The base class of all detectors""" cls_names = None # the class names of the classification output_fields = [] # the list of data fields the predictor can provide @@ -166,9 +166,11 @@ class DetectorBase(object): raise NotImplementedError ``` +#### Tracker + There are two level of trackers in VQPy. The surface level tracker stores the `VObj` instances by classes, and this is where `VObj` instances are created. For the default surface level tracker, different classes will be tracked separately using the ground level tracker. This level of tracker should generate the `track_id` field based on the provided detection result in this frame. Clearly, these trackers should be able to memorize historic detection results. -To implement a customized method generating `track_id`, one should inherit `GroundTrackerBase` and register it to our backend. The interface of the ground level tracker is show below: +Currently, we only support the customization of ground level tracker. Users should inherit the following `GroundTrackerBase` and register it to our backend using (TODO). The customized tracker takes the output of detector as input and generate the `track_id` field and possibly some other fields for each object. Then it should return two list of objects, one representing the current tracked objects, and one representing the tracklets we have currently lost, but might rediscover in the future. ```python class GroundTrackerBase(object): @@ -187,10 +189,6 @@ class GroundTrackerBase(object): ... ``` -For the registration details, please refer to our API document (TODO). - -There are also several interfaces for registering detector (`vqpy.detector.register`) and tracker (TODO) . For the detailed interface and usage, please refer to our API document (TODO). - ## Examples We have included several examples for demonstrating VQPy. diff --git a/examples/list_red_moving_vehicle/README.md b/examples/list_red_moving_vehicle/README.md index 1ddd703..bf6e814 100644 --- a/examples/list_red_moving_vehicle/README.md +++ b/examples/list_red_moving_vehicle/README.md @@ -18,6 +18,10 @@ Besides, please use below command to install other dependencies for this example pip install webcolors ColorDetect opencv-python ``` +## Query Logic + +This basic demo demonstrates how to use VQPy to generate a query + ## Download Dataset TO BE ADDED. From 84c4d86112b8d46edaed968dbbffa4ac14b83ba6 Mon Sep 17 00:00:00 2001 From: whzzt <2276797313@qq.com> Date: Mon, 16 Jan 2023 14:29:42 +0800 Subject: [PATCH 5/8] revert changes unrelated to this PR --- examples/list_red_moving_vehicle/README.md | 4 ---- 1 file changed, 4 deletions(-) diff --git a/examples/list_red_moving_vehicle/README.md b/examples/list_red_moving_vehicle/README.md index bf6e814..1ddd703 100644 --- a/examples/list_red_moving_vehicle/README.md +++ b/examples/list_red_moving_vehicle/README.md @@ -18,10 +18,6 @@ Besides, please use below command to install other dependencies for this example pip install webcolors ColorDetect opencv-python ``` -## Query Logic - -This basic demo demonstrates how to use VQPy to generate a query - ## Download Dataset TO BE ADDED. From 4e1f8341ef7b3b3321736e1ef6afe17d99740cb8 Mon Sep 17 00:00:00 2001 From: whzzt <2276797313@qq.com> Date: Mon, 23 Jan 2023 16:42:54 +0800 Subject: [PATCH 6/8] synchronize changes --- README.md | 30 ++++++++++++++++-------------- 1 file changed, 16 insertions(+), 14 deletions(-) diff --git a/README.md b/README.md index 1027aa9..bc76e5d 100644 --- a/README.md +++ b/README.md @@ -53,7 +53,9 @@ Also, we can see a builtin interface `infer` provided by the library in the firs There are two differences in the functions: `getv` can retrieve values in historic frames using `object.getv(property, index=)` if the property is marked by `@vqpy.stateful` decorator; `getv` consider user-defined names first and `infer` directly look up the library. Consequently, `infer` is mostly used when implementing the properties to avoid circular reference, and `getv` can be used as the interface to access the data within this object. -We also have some other decorators to simplify the definition of properties, like `@vqpy.postproc`. This decorator provides basic postprocessing functions. For instance, returning the modal value of the results in past 10 frames. For more details on how to use the decorators, please refer to our API document (TODO). You can also refer to our [demos](https://github.com/uclasystem/VQPy/blob/main/README.md#customization) to see several example implementations of concerned objects. +We also have some other decorators to simplify the definition of properties, like `@vqpy.postproc`, which provides basic postprocessing functions. For more details on how to use these decorators, please refer to our API document (TODO). + +You can also refer to our [demos](https://github.com/uclasystem/VQPy/blob/main/README.md#customization) to see several example implementations of concerned objects. #### Define a `Query` @@ -119,6 +121,18 @@ vqpy.launch(cls_name=vqpy.COCO_CLASSES, # detection class Under the hood, VQPy will automatically select an object detection model that outputs the specified `cls_name`, and decide the workflow to generate the object properties. Multiple video optimizations will be conducted transparently to improve the end-to-end video query performance. +## Examples + +We have included several examples for demonstrating VQPy. + +- [Fall Detection](examples/fall_detection): detect people in the video and recognize fallen person. +- [List red moving vehicle](examples/list_red_moving_vehicle): show license plate of red moving vehicle. +- [People Loitering](examples/loitering): count the number of person loitering around. +- [People Counting](examples/people_counting): count the number of person heading both directions. +- [Unattended Baggage Detection](examples/unattended_baggage): detect unattended baggages. + +These examples can well demonstrate what VQPy can do and how to use VQPy. + ### Customization In VQPy, users can also add their own function and models by using the built-in interfaces. These interfaces are also used for functions and models in the library. The following sections gives a general view on customization, but for the detailed usage, please refer to our API document (TODO). @@ -187,16 +201,4 @@ class GroundTrackerBase(object): returns: the current tracked data and the current lost data """ ... -``` - -## Examples - -We have included several examples for demonstrating VQPy. - -- [Fall Detection](examples/fall_detection): detect people in the video and recognize fallen person. -- [List red moving vehicle](examples/list_red_moving_vehicle): show license plate of red moving vehicle. -- [People Loitering](examples/loitering): count the number of person loitering around. -- [People Counting](examples/people_counting): count the number of person heading both directions. -- [Unattended Baggage Detection](examples/unattended_baggage): detect unattended baggages. - -These examples can well demonstrate what VQPy can do and how to use VQPy. +``` \ No newline at end of file From 4591f6c617df19fbd1c62756e0b1c6ee74acb0c7 Mon Sep 17 00:00:00 2001 From: whzzt <2276797313@qq.com> Date: Thu, 26 Jan 2023 01:24:11 +0800 Subject: [PATCH 7/8] fix centering and image resize --- README.md | 6 ++++-- docs/resources/vqpy.png | Bin 98225 -> 37111 bytes 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index bc76e5d..5e983d1 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,9 @@ VQPy is still under active development. VQPy compiler, which generates a query p In order to declare a video query with VQPy, users need to extend two classes defined in VQPy, namely `Query` and `VObj`. `VObj` defines the objects of interest (e.g., cars, humans, animals, etc.) in one or more video streams, and `Query` defines the video query. After declaration, the user can send the video feed and execution hints through the provided interface, and the backend will generate the execution plan and perform actual execution. The following graph illustrates the general structure of VQPy. -![](docs/resources/vqpy.png) +

#### Define a `VObj` @@ -184,7 +186,7 @@ class DetectorBase(object): There are two level of trackers in VQPy. The surface level tracker stores the `VObj` instances by classes, and this is where `VObj` instances are created. For the default surface level tracker, different classes will be tracked separately using the ground level tracker. This level of tracker should generate the `track_id` field based on the provided detection result in this frame. Clearly, these trackers should be able to memorize historic detection results. -Currently, we only support the customization of ground level tracker. Users should inherit the following `GroundTrackerBase` and register it to our backend using (TODO). The customized tracker takes the output of detector as input and generate the `track_id` field and possibly some other fields for each object. Then it should return two list of objects, one representing the current tracked objects, and one representing the tracklets we have currently lost, but might rediscover in the future. +Currently, we only support the customization of ground level tracker. Users should inherit the following `GroundTrackerBase` and register it to our backend using `vqpy.tracker.register(ground_tracker=)`. The customized tracker takes the output of detector as input and generate the `track_id` field and possibly some other fields for each object. Then it should return two list of objects, one representing the current tracked objects, and one representing the tracklets we have currently lost, but might rediscover in the future. ```python class GroundTrackerBase(object): diff --git a/docs/resources/vqpy.png b/docs/resources/vqpy.png index b4be37a7b4b50d3233102fe325f309955ecab3bd..12206f8fe5402e82de3fd8c2ede0f8e43144d778 100644 GIT binary patch literal 37111 zcmce7Wl*F&@F%di>*B79JBtnO?u)y-yR(Zgi@Uoo?(PgWxa;EX4*z-Y>b_ppeYvU1 zB=cmRB%SVGC+Y4)Dl1B%AQB)#KtQ0#NQXy|0wO330^$YyDCh_R!krZY;=~97f-emM0@o?4T}1#~0c#>B zB@WKPpJ%a-KyZfOB(3cV0YM!8UxJL=zcvRygmaTokbpacBtXDqO{z8{2e$|zBQB!u zwR*PUo5KM*uy?b#H z(3aJ))js+5u?(ap7fk?~yS8}?Dv`8qtX%q8I5+}03~|h~Q&i}%5r2w0i$w0A3g;`+ zVMqOzmgxmQ$yW{wP6)#JuLS>v8j|6^e__C$m04G#Wx^r3k!q7p6K$+6PAL1(Tp5GBAmSqyeMZ8h?OWqS5vJ-+x1t4F)hvgCDC=Qg1YQtR$sl^-ohvFQuoB)?`9Dq%E;H_+O69}zcK{U@V?U)>z3zMp z8voDmWuY|xBbNd>3AzeQE20D*9m0?QMK!B3=3g+)blApuR7U?%PuDN}f0>8>FAatB 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Subject: [PATCH 8/8] remove unnecessary code snippets --- README.md | 26 +------------------------- 1 file changed, 1 insertion(+), 25 deletions(-) diff --git a/README.md b/README.md index 5e983d1..a1e0308 100644 --- a/README.md +++ b/README.md @@ -80,31 +80,7 @@ class ListMovingVehicle(vqpy.QueryBase): select_cons=select_cons) ``` -We also have a utility function named `vqpy.utils.continuing`, which checks whether a condition function continues to be true for a certain duration. The following code demonstrate a query that selects all the `Person` objects whose `bottom_center` property lies in the specified region. Then the `track_id` field, `coordinate` field and `in_roi_periods` field. Note that `in_roi_periods` is generated by the `vqpy.utils.continuing` instance, meaning that the total time period the condition is satisfied. - -```python -class People_loitering_query(vqpy.QueryBase): - - @staticmethod - def setting() -> vqpy.VObjConstraint: - REGIONS = [[ - (550, 550), (1162, 400), (1720, 720), (1430, 1072), (600, 1073) - ]] - - filter_cons = { - "__class__": lambda x: x == Person, - "bottom_center": vqpy.utils.continuing( - condition=vqpy.utils.within_regions(REGIONS), - duration=10, name="in_roi" - ), - } - select_cons = { - "track_id": None, - "coordinate": lambda x: str(x), # convert to string for JSON serialization - "in_roi_periods": None, - } - return vqpy.VObjConstraint(filter_cons, select_cons) -``` +We also have a utility function named `vqpy.utils.continuing`, which checks whether a condition function continues to be true for a certain duration. For the detailed usage, please refer to our [People Loitering](examples/loitering) example. #### Launch the task

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