From 18f01d1eddab59781fd19769b83b782e5370b482 Mon Sep 17 00:00:00 2001 From: Tyler Romero Date: Wed, 5 Mar 2025 11:49:33 -0800 Subject: [PATCH 1/7] Getting started page tweaks --- docs/docs/getting-started/getting-started.mdx | 220 ++++++++---------- docs/src/css/style.module.css | 6 +- 2 files changed, 98 insertions(+), 128 deletions(-) diff --git a/docs/docs/getting-started/getting-started.mdx b/docs/docs/getting-started/getting-started.mdx index a28a4877..9c6faabf 100644 --- a/docs/docs/getting-started/getting-started.mdx +++ b/docs/docs/getting-started/getting-started.mdx @@ -1,157 +1,123 @@ +# Getting Started with Groundlight -# Getting Started - -## How to Build a Computer Vision Application with Groundlight's Python SDK - -If you're new to Groundlight AI, this is a good place to start. This is the equivalent of building a "Hello, world!" application. - -Don't code? [Reach out to Groundlight AI](mailto:support@groundlight.ai) so we can build a custom computer vision application for you. - - -### What's below? - - - [Prerequisites](#prerequisites) - - [Environment Setup](#environment-setup) - - [Authentication](#authentication) - - [Writing the code](#writing-the-code) - - [Using your application](#using-your-computer-vision-application) +## Build Computer Vision Applications in Minutes with Groundlight's Python SDK +Welcome to Groundlight AI! This guide will help you build your first computer vision application quickly and easily using our Python SDK. +Don't code? [Contact our team](mailto:support@groundlight.ai) and we'll build a custom solution for you. ### Prerequisites +Before you begin, make sure you have: +1. A [Groundlight account](https://dashboard.groundlight.ai/) +2. An API token from the [Groundlight dashboard](https://dashboard.groundlight.ai/reef/my-account/api-tokens) +3. Python 3.9 or newer -Before getting started: - -- Make sure you have python installed -- Install VSCode -- Make sure your device has a c compiler. On Mac, this is provided through XCode while in Windows you can use the Microsoft Visual Studio Build Tools - -### Environment Setup - -Before you get started, you need to make sure you have python installed. Additionally, it’s good practice to set up a dedicated environment for your project. +### Installing the Groundlight SDK -You can download python from https://www.python.org/downloads/. Once installed, you should be able to run the following in the command line to create a new environment +You can install the Groundlight SDK via pip. When installing python packages, it is a best practice to install them +inside of virtual environments. Run the following in the command line to create a new environment: +```bash +python3 -m venv groundlight-env +``` - ```bash - python3 -m venv gl_env - ``` -Once your environment is created, you can activate it with - ```bash - source gl_env/bin/activate - ``` -For Linux and Mac or if you’re on Windows you can run - ```bash - gl_env\Scripts\activate - ``` -The last step to setting up your python environment is to run - ```bash - pip install groundlight - pip install framegrab - ``` -in order to download Groundlight’s SDK and image capture libraries. +Activate the virtual environment using +- On macOS or Linux, `source groundlight-env/bin/activate` +- On Windows, `.\groundlight-env\Scripts\activate` +Now, you can install the Groundlight SDK using pip: +```bash +pip install groundlight +``` +For more detailed installation instructions, see the [installation guide](/docs/installation/). ### Authentication In order to verify your identity while connecting to your custom ML models through our SDK, you’ll need to create an API token. -1. Head over to [https://dashboard.groundlight.ai/](https://dashboard.groundlight.ai/) and create or log into your account +1. Log into your previously created account at https://dashboard.groundlight.ai/ 2. Once in, click on your username in the upper right hand corner of your dashboard: ![](https://cdn.prod.website-files.com/664b7cc2ac49aeb2da6ef127/66cfb5e41e8dd9e0dd597419_AD_4nXeh8kPRLV3V4_broECuW9z1ELIqEIyJUelCjbWdE7RFtakxaov5ZgUylZBo6g4DAgqgTP2DnSrcJ26J7-pdFA2pjjnFfYxZykniuEv0axiniev3cmZiyIjaGvyHdj-381PLhvRHsm_jd4KtXXmCOV9ClNQx.png) -3. Select API Tokens, then enter a name, like ‘personal-laptop-token’ for your api token. +3. Select API Tokens, then enter a name for your api token, such as `personal-laptop-token`. ![](https://cdn.prod.website-files.com/664b7cc2ac49aeb2da6ef127/66cfb5f8b844596360c5c460_AD_4nXfkHlRPPBcdkFFjjAAYC42LwgXe91qbwDfwFs3V8lGFXhSoSFpjUBXo7RX0vyZVYUurzEIp3kFL9H8pghpLD8omBqLGswHQJUMxGo8dBDh--e8wj4LQZcwywrt0hotsz9DoBZb5owokq2YeJlPI4_trG-nJ.png) 4. Copy the API Token for use in your code -IMPORTANT: Keep your API token secure! Anyone who has access to it can impersonate you and will have access to your Groundlight data +Set the API token in your terminal: +```bash +# MacOS / Linux +export GROUNDLIGHT_API_TOKEN='your-api-token' +``` +```powershell +# Windows +setx GROUNDLIGHT_API_TOKEN "your-api-token" +``` +:::important +Keep your API token secure! Anyone who has access to it can impersonate you and can access to your Groundlight data. +::: +### Call the Groundlight API - ```bash - $env:GROUNDLIGHT_API_TOKEN="YOUR_API_TOKEN_HERE" - ``` -Or on Mac - ```bash - export GROUNDLIGHT_API_TOKEN="YOUR_API_TOKEN_HERE" - ``` - - -### Writing the code - -For your first and simple application you can build a binary detector, which is computer vision model where the answer will either be 'Yes' or 'No'. Groundlight AI will confirm if the thumb is facing up or down ("Is the thumb facing up?"). +Call the Groundlight API by creating a `Detector` and submitting an `ImageQuery`. You can start using Groundlight using just your laptop camera, but you can also use a USB camera if you have one. - ```python - import groundlight - import cv2 - from framegrab import FrameGrabber - import time - - gl = groundlight.Groundlight() - - detector_name = "trash_detector" - detector_query = "Is the trash can overflowing" - - detector = gl.get_or_create_detector(detector_name, detector_query) - - grabber = list(FrameGrabber.autodiscover().values())[0] - - WAIT_TIME = 5 - last_capture_time = time.time() - WAIT_TIME - - while True: - frame = grabber.grab() - - cv2.imshow('Video Feed', frame) - key = cv2.waitKey(30) - - if key == ord('q'): - break - # # Press enter to submit an image query - # elif key in (ord('\r'), ord('\n')): - # print(f'Asking question: {detector_query}') - # image_query = gl.submit_image_query(detector, frame) - # print(f'The answer is {image_query.result.label.value}') - - # # Press 'y' or 'n' to submit a label - # elif key in (ord('y'), ord('n')): - # if key == ord('y'): - # label = 'YES' - # else: - # label = 'NO' - # image_query = gl.ask_async(detector, frame, human_review="NEVER") - # gl.add_label(image_query, label) - # print(f'Adding label {label} for image query {image_query.id}') - - # Submit image queries in a timed loop - now = time.time() - if last_capture_time + WAIT_TIME < now: - last_capture_time = now - - print(f'Asking question: {detector_query}') - image_query = gl.submit_image_query(detector, frame) - print(f'The answer is {image_query.result.label.value}') - - grabber.release() - cv2.destroyAllWindows() - ``` - This code will take an image from your connected camera every minute and ask Groundlight a question in natural language, before printing out the answer. - - - -### Using your computer vision application - -Just like that, you have a complete computer vision application. You can change the code and configure a detector for your specific use case. Also, you can monitor and improve the performance of your detector at [https://dashboard.groundlight.ai/](https://dashboard.groundlight.ai/). Groundlight’s human-in-the-loop technology will monitor your image feed for unexpected changes and anomalies, and by verifying answers returned by Groundlight you can improve the process. At app.groundlight.ai, you can also set up text and email notifications, so you can be alerted when something of interest happens in your video stream. - - - -### If You're Looking for More: - -Now that you've built your first application, learn how to [write queries](https://code.groundlight.ai/python-sdk/docs/getting-started/writing-queries). - -Want to play around with sample applications built by Groundlight AI? Visit [Guides](https://www.groundlight.ai/guides) to build example applications, from detecting birds outside of your window to running Groundlight AI on a Raspberry Pi. \ No newline at end of file +```python title="ask.py" +from groundlight import Groundlight, Detector, ImageQuery + +gl = Groundlight() + +detector = gl.get_or_create_detector(detector_name, detector_query) +detector: Detector = gl.get_or_create_detector( + name="thumbs-up", + query="Is the thumb facing up?", +) + +img = "./docs/static/img/thumb.jpg" # Image can be a file or a Python object +image_query = gl.submit_image_query(detector=det, image=img) + +print(f"The answer is {image_query.result.label}") +print(image_query) +``` + +Run the code using `python ask.py`. The code will submit an image to the Groundlight API and print the result: +``` +The answer is NO +ImageQuery( + id='iq_2pL5wwlefaOnFNQx1X6awTOd119', + query="Is the thumb facing up?", + detector_id='det_2owcsT7XCsfFlu7diAKgPKR4BXY', + result=BinaryClassificationResult( + confidence=0.9995857543478209, + label= + ), + created_at=datetime.datetime(2025, 2, 25, 11, 5, 57, 38627, tzinfo=tzutc()), + patience_time=30.0, + confidence_threshold=0.9, + type=, + result_type=, + metadata=None +) +``` + +For more information on the Groundlight SDK, see the [API Reference](/docs/api-reference/), or check out our [guide to building applications with the Groundlight SDK](/docs/guide/). + +### Using Your Computer Vision Application + +Congratulations! You now have a fully functional computer vision application. You can easily customize the code and configure detectors for your specific use cases. + +Monitor and enhance your detector's performance through the [Groundlight Dashboard](https://dashboard.groundlight.ai/). +Groundlight's human-in-the-loop technology intelligently monitors your image feed for anomalies and unexpected changes. +By reviewing and verifying results, you continuously improve the system's accuracy. Through the dashboard, you can also +configure text and email notifications to alert you when important events are detected in your video stream. + +### Next Steps + +Now that you've built your first application, learn how to write effective [queries](/docs/getting-started/writing-queries). + +Ready to explore more possibilities? Visit our [Guides](https://www.groundlight.ai/guides) to discover sample +applications built with Groundlight AI — from bird detection systems to Raspberry Pi implementations. \ No newline at end of file diff --git a/docs/src/css/style.module.css b/docs/src/css/style.module.css index f0e12180..54fe0a89 100644 --- a/docs/src/css/style.module.css +++ b/docs/src/css/style.module.css @@ -4,10 +4,14 @@ } a { - color: inherit; + color: #3498db; display: inline-block; } +a:hover { + color: #2980b9; +} + h1, h2, h3 { From ffe7c5b3b3494386da8d074a23db9138abe22a75 Mon Sep 17 00:00:00 2001 From: Tyler Romero Date: Wed, 5 Mar 2025 12:21:25 -0800 Subject: [PATCH 2/7] More wording/flow fixes, less emphasis on API Token creation --- docs/docs/getting-started/getting-started.mdx | 50 +++++++++--------- docs/static/img/thumbs-up.jpg | Bin 0 -> 155305 bytes 2 files changed, 26 insertions(+), 24 deletions(-) create mode 100644 docs/static/img/thumbs-up.jpg diff --git a/docs/docs/getting-started/getting-started.mdx b/docs/docs/getting-started/getting-started.mdx index 9c6faabf..4590f8d9 100644 --- a/docs/docs/getting-started/getting-started.mdx +++ b/docs/docs/getting-started/getting-started.mdx @@ -8,9 +8,9 @@ Don't code? [Contact our team](mailto:support@groundlight.ai) and we'll build a ### Prerequisites Before you begin, make sure you have: -1. A [Groundlight account](https://dashboard.groundlight.ai/) -2. An API token from the [Groundlight dashboard](https://dashboard.groundlight.ai/reef/my-account/api-tokens) -3. Python 3.9 or newer +1. A [Groundlight account](https://dashboard.groundlight.ai/)! +2. An API token from the [Groundlight dashboard](https://dashboard.groundlight.ai/reef/my-account/api-tokens). See our [guide to API Tokens](http://localhost:3000/python-sdk/docs/getting-started/api-tokens) for more info. +3. Python 3.9 or newer installed ### Installing the Groundlight SDK @@ -32,22 +32,10 @@ pip install groundlight For more detailed installation instructions, see the [installation guide](/docs/installation/). ### Authentication - -In order to verify your identity while connecting to your custom ML models through our SDK, you’ll need to create an API token. - -1. Log into your previously created account at https://dashboard.groundlight.ai/ - -2. Once in, click on your username in the upper right hand corner of your dashboard: - -![](https://cdn.prod.website-files.com/664b7cc2ac49aeb2da6ef127/66cfb5e41e8dd9e0dd597419_AD_4nXeh8kPRLV3V4_broECuW9z1ELIqEIyJUelCjbWdE7RFtakxaov5ZgUylZBo6g4DAgqgTP2DnSrcJ26J7-pdFA2pjjnFfYxZykniuEv0axiniev3cmZiyIjaGvyHdj-381PLhvRHsm_jd4KtXXmCOV9ClNQx.png) - -3. Select API Tokens, then enter a name for your api token, such as `personal-laptop-token`. - -![](https://cdn.prod.website-files.com/664b7cc2ac49aeb2da6ef127/66cfb5f8b844596360c5c460_AD_4nXfkHlRPPBcdkFFjjAAYC42LwgXe91qbwDfwFs3V8lGFXhSoSFpjUBXo7RX0vyZVYUurzEIp3kFL9H8pghpLD8omBqLGswHQJUMxGo8dBDh--e8wj4LQZcwywrt0hotsz9DoBZb5owokq2YeJlPI4_trG-nJ.png) - -4. Copy the API Token for use in your code - -Set the API token in your terminal: +The Groundlight SDK uses API tokens to authenticate your requests to the Groundlight API. +When you make API calls, the SDK automatically uses your token to verify your identity and permissions. It +does this by checking the `GROUNDLIGHT_API_TOKEN` environment variable. In order to set this environment +variable, run: ```bash # MacOS / Linux export GROUNDLIGHT_API_TOKEN='your-api-token' @@ -64,8 +52,16 @@ Keep your API token secure! Anyone who has access to it can impersonate you and Call the Groundlight API by creating a `Detector` and submitting an `ImageQuery`. -You can start using Groundlight using just your laptop camera, but you can also use a USB camera if you have one. +For example, lets say we have captured this image and saved it under `./docs/static/img/thumbs-up.jpg`: + +
+
+We can now use Groundlight to ask a question about the image: ```python title="ask.py" from groundlight import Groundlight, Detector, ImageQuery @@ -77,7 +73,7 @@ detector: Detector = gl.get_or_create_detector( query="Is the thumb facing up?", ) -img = "./docs/static/img/thumb.jpg" # Image can be a file or a Python object +img = "./docs/static/img/thumbs-up.jpg" # Image can be a file or a Python object image_query = gl.submit_image_query(detector=det, image=img) print(f"The answer is {image_query.result.label}") @@ -113,11 +109,17 @@ Congratulations! You now have a fully functional computer vision application. Yo Monitor and enhance your detector's performance through the [Groundlight Dashboard](https://dashboard.groundlight.ai/). Groundlight's human-in-the-loop technology intelligently monitors your image feed for anomalies and unexpected changes. By reviewing and verifying results, you continuously improve the system's accuracy. Through the dashboard, you can also -configure text and email notifications to alert you when important events are detected in your video stream. +[configure text and email notifications](/docs/guide/alerts) to alert you when important events are detected in your video stream. ### Next Steps -Now that you've built your first application, learn how to write effective [queries](/docs/getting-started/writing-queries). +Now that you've built your first application, you can: + 1. Learn how to [write effective queries](/docs/getting-started/writing-queries). + 2. Proceed to [capture images from a wide variety of sources](/docs/guide/grabbing-images) using [`framegrab`](https://github.com/groundlight/framegrab). + 3. Read our guide to [confidence thresholds](/docs/guide/managing-confidence). + + Ready to explore more possibilities? Visit our [Guides](https://www.groundlight.ai/guides) to discover sample -applications built with Groundlight AI — from bird detection systems to Raspberry Pi implementations. \ No newline at end of file +applications built with Groundlight AI — from [industrial inspection workflows](https://www.groundlight.ai/blog/lkq-corporation-uses-groundlight-ai-to-revolutionize-quality-control-and-inspection) +to [hummingbird detection systems](https://www.groundlight.ai/guides/detecting-hummingbirds-with-groundlight-ai). \ No newline at end of file diff --git a/docs/static/img/thumbs-up.jpg b/docs/static/img/thumbs-up.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c503ac33ea973d7835fc99220c60e2150398226a GIT binary patch literal 155305 zcmeFYbyyr21thD)Typ{oqJsaFeF7KL;)x$01$_KfY){4i-@b4F#yQO05kvq zAOcW9W&kV%K~w;INCN=qOz402z`|w1{2N1;{oVMwj#Ogm=xEE$$Y|}rpl4{KZ^U3= zW5wvIXUoXUz{Cjff?RF&3@nTsN%f6P%&hsyPn+7vNzDxT$ko_om}G2)j7-hM-R+H( 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47 +++++++++++------- docs/static/img/thumbs-up.jpg | Bin 155305 -> 0 bytes 2 files changed, 28 insertions(+), 19 deletions(-) delete mode 100644 docs/static/img/thumbs-up.jpg diff --git a/docs/docs/getting-started/getting-started.mdx b/docs/docs/getting-started/getting-started.mdx index 4590f8d9..ee5924df 100644 --- a/docs/docs/getting-started/getting-started.mdx +++ b/docs/docs/getting-started/getting-started.mdx @@ -50,42 +50,51 @@ Keep your API token secure! Anyone who has access to it can impersonate you and ### Call the Groundlight API -Call the Groundlight API by creating a `Detector` and submitting an `ImageQuery`. - -For example, lets say we have captured this image and saved it under `./docs/static/img/thumbs-up.jpg`: - -
-
- -We can now use Groundlight to ask a question about the image: +Call the Groundlight API by creating a `Detector` and submitting an `ImageQuery`. A `Detector` represents a specific +visual question you want to answer, while an `ImageQuery` is a request to analyze an image with that question. + +The Groundlight system is designed to provide consistent, highly confident answers for similar images +(such as frames from the same camera) when asked the same question repeatedly. This makes it ideal for +monitoring scenarios where you need reliable visual detection. + +Let's see how to use Groundlight to analyze an image: ```python title="ask.py" from groundlight import Groundlight, Detector, ImageQuery +from framegrab import FrameGrabber gl = Groundlight() detector = gl.get_or_create_detector(detector_name, detector_query) detector: Detector = gl.get_or_create_detector( - name="thumbs-up", - query="Is the thumb facing up?", + name="eagle-detector", + query="Is there an eagle visible?", ) -img = "./docs/static/img/thumbs-up.jpg" # Image can be a file or a Python object -image_query = gl.submit_image_query(detector=det, image=img) +config = { + 'input_type': 'youtube_live', + 'id': { + # Big Bear Bald Eagle Nest live-stream + 'youtube_url': 'https://www.youtube.com/watch?v=B4-L2nfGcuE' + } +} + +with FrameGrabber.create_grabber(config) as grabber: + frame = grabber.grab() + if frame is None: + raise Exception("No frame captured") + +image_query = gl.submit_image_query(detector=det, image=frame) print(f"The answer is {image_query.result.label}") print(image_query) ``` -Run the code using `python ask.py`. The code will submit an image to the Groundlight API and print the result: +Run the code using `python ask.py`. The code will submit an image from the live-stream to the Groundlight API and print the result: ``` -The answer is NO +The answer is YES ImageQuery( id='iq_2pL5wwlefaOnFNQx1X6awTOd119', - query="Is the thumb facing up?", + query="Is there an eagle visible?, detector_id='det_2owcsT7XCsfFlu7diAKgPKR4BXY', result=BinaryClassificationResult( confidence=0.9995857543478209, diff --git a/docs/static/img/thumbs-up.jpg b/docs/static/img/thumbs-up.jpg deleted file mode 100644 index c503ac33ea973d7835fc99220c60e2150398226a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 155305 zcmeFYbyyr21thD)Typ{oqJsaFeF7KL;)x$01$_KfY){4i-@b4F#yQO05kvq zAOcW9W&kV%K~w;INCN=qOz402z`|w1{2N1;{oVMwj#Ogm=xEE$$Y|}rpl4{KZ^U3= zW5wvIXUoXUz{Cjff?RF&3@nTsN%f6P%&hsyPn+7vNzDxT$ko_om}G2)j7-hM-R+H( z++~#w+${{a49P+Kq`a=&u2!~IMvi)Rt6h;6Gmn(E-pqU7Dg5p zdWZ(SgPXOZo-4hz1I52B2pc&V*qhlpn%P*B{(sC&YvX z^lWV{{~EWlcC=R%6C_pF0Fxr@126y_fCO*>?0N81x`A~tW@Y(j9SYSR0O0OkUoVLO0HF~8p6y>>AJbl6 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$5CD%Vd9ytd@=T!tzv29<9-fBeW&o_!n%Kl{tkb_&UlhtOH019SeOr) zeCaUwKI(B@_&hsx6^|z~#KlLF+nk??d^c|T)$Xm~_8N8L&nu0C_fMB6Yo|o}5-UZX_0c7|Lk1LNwS4t&k zlGIh8tb1Hn`{Li9y3$}0P7_a17eYOsE1R&P>jDpS^y NzFu Date: Mon, 10 Mar 2025 16:00:13 -0700 Subject: [PATCH 4/7] make sure getting-started code works --- Makefile | 6 +++--- docs/docs/getting-started/getting-started.mdx | 16 ++++++++-------- 2 files changed, 11 insertions(+), 11 deletions(-) diff --git a/Makefile b/Makefile index e264a91f..816bfcdc 100644 --- a/Makefile +++ b/Makefile @@ -8,7 +8,7 @@ install: ## Install the package from source poetry install install-extras: install ## Install the package from source with extra dependencies - poetry run pip install numpy + poetry run pip install numpy framegrab[youtube] install-lint: ## Only install the linter dependencies poetry install --only lint @@ -61,10 +61,10 @@ test-integ: install ## Run tests against the integ API server (needs GROUNDLIGH test-dev: install ## Run tests against a dev API server (needs GROUNDLIGHT_API_TOKEN and properly configured dns-hostmap) GROUNDLIGHT_ENDPOINT="https://api.dev.groundlight.ai/" $(MAKE) test -test-docs: install ## Run the example code and tests in our docs against the prod API (needs GROUNDLIGHT_API_TOKEN) +test-docs: install-extras ## Run the example code and tests in our docs against the prod API (needs GROUNDLIGHT_API_TOKEN) ${PYTEST} --markdown-docs ${TEST_ARGS} docs README.md -test-docs-integ: install ## Run the example code and tests in our docs against the integ API (needs GROUNDLIGHT_API_TOKEN) +test-docs-integ: install-extras ## Run the example code and tests in our docs against the integ API (needs GROUNDLIGHT_API_TOKEN) GROUNDLIGHT_ENDPOINT="https://api.integ.groundlight.ai/" ${PYTEST} --markdown-docs ${TEST_ARGS} docs README.md # Adjust which paths we lint diff --git a/docs/docs/getting-started/getting-started.mdx b/docs/docs/getting-started/getting-started.mdx index ee5924df..b07088ac 100644 --- a/docs/docs/getting-started/getting-started.mdx +++ b/docs/docs/getting-started/getting-started.mdx @@ -63,27 +63,27 @@ from groundlight import Groundlight, Detector, ImageQuery from framegrab import FrameGrabber gl = Groundlight() - -detector = gl.get_or_create_detector(detector_name, detector_query) detector: Detector = gl.get_or_create_detector( name="eagle-detector", query="Is there an eagle visible?", ) +# Big Bear Bald Eagle Nest live-stream +youtube_live_url = 'https://www.youtube.com/watch?v=B4-L2nfGcuE' + config = { 'input_type': 'youtube_live', - 'id': { - # Big Bear Bald Eagle Nest live-stream - 'youtube_url': 'https://www.youtube.com/watch?v=B4-L2nfGcuE' - } + 'id': {'youtube_url': youtube_live_url}, } -with FrameGrabber.create_grabber(config) as grabber: +with FrameGrabber.create_grabber({ + 'input_type': 'youtube_live', 'id': {'youtube_url': youtube_live_url}, +}) as grabber: frame = grabber.grab() if frame is None: raise Exception("No frame captured") -image_query = gl.submit_image_query(detector=det, image=frame) +image_query = gl.submit_image_query(detector=detector, image=frame) print(f"The answer is {image_query.result.label}") print(image_query) From 9d4aefccdeb3a00fddb1dcfb559b42ceccee656e Mon Sep 17 00:00:00 2001 From: Tyler Romero Date: Mon, 10 Mar 2025 16:33:24 -0700 Subject: [PATCH 5/7] more rewritign --- docs/docs/getting-started/getting-started.mdx | 122 +++++++++++------- 1 file changed, 75 insertions(+), 47 deletions(-) diff --git a/docs/docs/getting-started/getting-started.mdx b/docs/docs/getting-started/getting-started.mdx index b07088ac..dca7da9d 100644 --- a/docs/docs/getting-started/getting-started.mdx +++ b/docs/docs/getting-started/getting-started.mdx @@ -1,41 +1,70 @@ # Getting Started with Groundlight -## Build Computer Vision Applications in Minutes with Groundlight's Python SDK +## Build Powerful Computer Vision Applications in Minutes -Welcome to Groundlight AI! This guide will help you build your first computer vision application quickly and easily using our Python SDK. +Welcome to Groundlight AI! This guide will help you create your first computer vision application +quickly and easily using our intuitive Python SDK. Whether you're monitoring wildlife, +automating quality control, or building smart security systems, Groundlight makes computer vision +accessible to everyone. -Don't code? [Contact our team](mailto:support@groundlight.ai) and we'll build a custom solution for you. +Don't code? No problem! [Contact our team](mailto:support@groundlight.ai) and we'll build a custom solution tailored to your needs. ### Prerequisites -Before you begin, make sure you have: -1. A [Groundlight account](https://dashboard.groundlight.ai/)! -2. An API token from the [Groundlight dashboard](https://dashboard.groundlight.ai/reef/my-account/api-tokens). See our [guide to API Tokens](http://localhost:3000/python-sdk/docs/getting-started/api-tokens) for more info. -3. Python 3.9 or newer installed +Before diving in, you'll need: +1. A [Groundlight account](https://dashboard.groundlight.ai/) (sign up is quick and easy!) +2. An API token from your [Groundlight dashboard](https://dashboard.groundlight.ai/reef/my-account/api-tokens). Check out our [API Tokens guide](http://localhost:3000/python-sdk/docs/getting-started/api-tokens) for details. +3. Python 3.9 or newer installed on your system. -### Installing the Groundlight SDK +### Setting Up Your Environment -You can install the Groundlight SDK via pip. When installing python packages, it is a best practice to install them -inside of virtual environments. Run the following in the command line to create a new environment: +Let's set up a clean Python environment for your Groundlight project! The Groundlight SDK is available on PyPI and can be installed with [pip](https://packaging.python.org/en/latest/tutorials/installing-packages/#use-pip-for-installing). + +First, let's create a virtual environment to keep your Groundlight dependencies isolated from other Python projects: ```bash python3 -m venv groundlight-env ``` +Now, activate your virtual environment: +```bash +# MacOS / Linux +source groundlight-env/bin/activate +``` +``` +# Windows +.\groundlight-env\Scripts\activate +``` -Activate the virtual environment using -- On macOS or Linux, `source groundlight-env/bin/activate` -- On Windows, `.\groundlight-env\Scripts\activate` - -Now, you can install the Groundlight SDK using pip: +With your environment ready, install the Groundlight SDK with a simple pip command: ```bash pip install groundlight ``` -For more detailed installation instructions, see the [installation guide](/docs/installation/). +Let's also install [framegrab](https://github.com/groundlight/framegrab) with YouTube support - +this useful library will let us capture frames from YouTube livestreams, webcams, and other video +sources, making it easy to get started! +```bash +pip install framegrab[youtube] +``` +:::tip Camera Support +Framegrab is versatile! It works with: +- Webcams and USB cameras +- RTSP streams (security cameras) +- Professional cameras (Basler USB/GigE) +- Depth cameras (Intel RealSense) +- Video files and streams (mp4, mov, mjpeg, avi) +- YouTube livestreams + +This makes it perfect for quickly prototyping your computer vision applications! +::: + +Need more options? Check out our detailed [installation guide](/docs/installation/) for advanced setup instructions. ### Authentication -The Groundlight SDK uses API tokens to authenticate your requests to the Groundlight API. -When you make API calls, the SDK automatically uses your token to verify your identity and permissions. It -does this by checking the `GROUNDLIGHT_API_TOKEN` environment variable. In order to set this environment -variable, run: + +Now let's set up your credentials so you can start making API calls. Groundlight uses API tokens to securely authenticate your requests. + +If you don't have an API token yet, refer to our [API Tokens guide](/docs/getting-started/api-tokens) to create one. + +The SDK will automatically look for your token in the `GROUNDLIGHT_API_TOKEN` environment variable. Set it up with: ```bash # MacOS / Linux export GROUNDLIGHT_API_TOKEN='your-api-token' @@ -44,7 +73,7 @@ export GROUNDLIGHT_API_TOKEN='your-api-token' # Windows setx GROUNDLIGHT_API_TOKEN "your-api-token" ``` -:::important +:::important API Tokens Keep your API token secure! Anyone who has access to it can impersonate you and can access to your Groundlight data. ::: @@ -55,12 +84,12 @@ visual question you want to answer, while an `ImageQuery` is a request to analyz The Groundlight system is designed to provide consistent, highly confident answers for similar images (such as frames from the same camera) when asked the same question repeatedly. This makes it ideal for -monitoring scenarios where you need reliable visual detection. +scenarios where you need reliable visual detection. Let's see how to use Groundlight to analyze an image: ```python title="ask.py" -from groundlight import Groundlight, Detector, ImageQuery from framegrab import FrameGrabber +from groundlight import Groundlight, Detector, ImageQuery gl = Groundlight() detector: Detector = gl.get_or_create_detector( @@ -68,36 +97,35 @@ detector: Detector = gl.get_or_create_detector( query="Is there an eagle visible?", ) -# Big Bear Bald Eagle Nest live-stream +# Big Bear Bald Eagle Nest livestream youtube_live_url = 'https://www.youtube.com/watch?v=B4-L2nfGcuE' -config = { +framegrab_config = { 'input_type': 'youtube_live', 'id': {'youtube_url': youtube_live_url}, } -with FrameGrabber.create_grabber({ - 'input_type': 'youtube_live', 'id': {'youtube_url': youtube_live_url}, -}) as grabber: +with FrameGrabber.create_grabber(framegrab_config) as grabber: frame = grabber.grab() if frame is None: - raise Exception("No frame captured") + raise RuntimeError("No frame captured") -image_query = gl.submit_image_query(detector=detector, image=frame) +iq: ImageQuery = gl.submit_image_query(detector=detector, image=frame) -print(f"The answer is {image_query.result.label}") -print(image_query) +print(f"{detector.query} -- Answer: {iq.result.label} with confidence={iq.result.confidence:.3f}\n") +print(iq) ``` Run the code using `python ask.py`. The code will submit an image from the live-stream to the Groundlight API and print the result: ``` -The answer is YES +Is there an eagle visible? -- Answer: YES with confidence=0.988 + ImageQuery( id='iq_2pL5wwlefaOnFNQx1X6awTOd119', query="Is there an eagle visible?, detector_id='det_2owcsT7XCsfFlu7diAKgPKR4BXY', result=BinaryClassificationResult( - confidence=0.9995857543478209, + confidence=0.9884857543478209, label= ), created_at=datetime.datetime(2025, 2, 25, 11, 5, 57, 38627, tzinfo=tzutc()), @@ -108,26 +136,26 @@ ImageQuery( metadata=None ) ``` +## What's Next? -For more information on the Groundlight SDK, see the [API Reference](/docs/api-reference/), or check out our [guide to building applications with the Groundlight SDK](/docs/guide/). +🎉 **Amazing job!** You've just built your first computer vision application with Groundlight. In just a few lines of code, you've created an eagle detector that can analyze live video streams! -### Using Your Computer Vision Application +### Supercharge Your Application -Congratulations! You now have a fully functional computer vision application. You can easily customize the code and configure detectors for your specific use cases. +Take your application to the next level: -Monitor and enhance your detector's performance through the [Groundlight Dashboard](https://dashboard.groundlight.ai/). -Groundlight's human-in-the-loop technology intelligently monitors your image feed for anomalies and unexpected changes. -By reviewing and verifying results, you continuously improve the system's accuracy. Through the dashboard, you can also -[configure text and email notifications](/docs/guide/alerts) to alert you when important events are detected in your video stream. +- **Monitor in real-time** through the [Groundlight Dashboard](https://dashboard.groundlight.ai/) - see your detections, review results, and track performance +- **Get instant alerts** when important events happen - [set up text and email notifications](/docs/guide/alerts) for critical detections +- **Improve continuously** with Groundlight's human-in-the-loop technology that learns from your feedback ### Next Steps -Now that you've built your first application, you can: - 1. Learn how to [write effective queries](/docs/getting-started/writing-queries). - 2. Proceed to [capture images from a wide variety of sources](/docs/guide/grabbing-images) using [`framegrab`](https://github.com/groundlight/framegrab). - 3. Read our guide to [confidence thresholds](/docs/guide/managing-confidence). - - +| What You Want To Do | Resource | +|---|---| +| 📝 Create better detectors | [Writing effective queries](/docs/getting-started/writing-queries) | +| 📷 Connect to cameras, RTSP, or other sources | [Grabbing images from various sources](/docs/guide/grabbing-images) | +| 🎯 Fine-tune detection accuracy | [Managing confidence thresholds](/docs/guide/managing-confidence) | +| 📚 Explore the full API | [SDK Reference](/docs/api-reference/) | Ready to explore more possibilities? Visit our [Guides](https://www.groundlight.ai/guides) to discover sample applications built with Groundlight AI — from [industrial inspection workflows](https://www.groundlight.ai/blog/lkq-corporation-uses-groundlight-ai-to-revolutionize-quality-control-and-inspection) From 290198145ab67fbb85cbc83780dc868318d54527 Mon Sep 17 00:00:00 2001 From: Tyler Romero Date: Mon, 10 Mar 2025 16:35:07 -0700 Subject: [PATCH 6/7] More tweaks --- docs/docs/getting-started/getting-started.mdx | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/docs/docs/getting-started/getting-started.mdx b/docs/docs/getting-started/getting-started.mdx index dca7da9d..04b58286 100644 --- a/docs/docs/getting-started/getting-started.mdx +++ b/docs/docs/getting-started/getting-started.mdx @@ -138,7 +138,8 @@ ImageQuery( ``` ## What's Next? -🎉 **Amazing job!** You've just built your first computer vision application with Groundlight. In just a few lines of code, you've created an eagle detector that can analyze live video streams! +**Amazing job!** You've just built your first computer vision application with Groundlight. +In just a few lines of code, you've created an eagle detector that can analyze live video streams! ### Supercharge Your Application From 1836524391273424d7fe6b798300629c157ff24e Mon Sep 17 00:00:00 2001 From: Tyler Romero Date: Mon, 10 Mar 2025 16:46:49 -0700 Subject: [PATCH 7/7] More fixups --- docs/docs/getting-started/getting-started.mdx | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/docs/docs/getting-started/getting-started.mdx b/docs/docs/getting-started/getting-started.mdx index 04b58286..afd4b819 100644 --- a/docs/docs/getting-started/getting-started.mdx +++ b/docs/docs/getting-started/getting-started.mdx @@ -2,17 +2,20 @@ ## Build Powerful Computer Vision Applications in Minutes -Welcome to Groundlight AI! This guide will help you create your first computer vision application -quickly and easily using our intuitive Python SDK. Whether you're monitoring wildlife, -automating quality control, or building smart security systems, Groundlight makes computer vision -accessible to everyone. +Welcome to Groundlight AI! This guide will walk you through creating powerful computer vision applications in minutes using our Python SDK. +No machine learning expertise required! Groundlight empowers businesses across industries - +from [revolutionizing industrial quality control](https://www.groundlight.ai/blog/lkq-corporation-uses-groundlight-ai-to-revolutionize-quality-control-and-inspection) +and [monitoring workplace safety compliance](https://www.groundlight.ai/use-cases/ppe-detection-in-the-workplace) +to [optimizing inventory management](https://www.groundlight.ai/use-cases/inventory-monitoring-using-vision-ai). +Our human-in-the-loop technology delivers accurate results while continuously improving over time, making +sophisticated computer vision accessible to everyone. Don't code? No problem! [Contact our team](mailto:support@groundlight.ai) and we'll build a custom solution tailored to your needs. ### Prerequisites Before diving in, you'll need: 1. A [Groundlight account](https://dashboard.groundlight.ai/) (sign up is quick and easy!) -2. An API token from your [Groundlight dashboard](https://dashboard.groundlight.ai/reef/my-account/api-tokens). Check out our [API Tokens guide](http://localhost:3000/python-sdk/docs/getting-started/api-tokens) for details. +2. An API token from your [Groundlight dashboard](https://dashboard.groundlight.ai/reef/my-account/api-tokens). Check out our [API Tokens guide](/docs/getting-started/api-tokens) for details. 3. Python 3.9 or newer installed on your system. ### Setting Up Your Environment