8 ms·

I have experimented with the platform and am a huge fan. Thanks for all you are doing - have you thought about or are you integrated with tools like Synthesis A

by throwaway20222 4y ago

I have experimented with the platform and am a huge fan. Thanks for all you are doing - have you thought about or are you integrated with tools like Synthesis AI or Sundial.ai? They don’t cover all of the wide range of data I want to gather, but make it so easy for fixed objects.

yeldarb 4y ago
Haven't heard of those two, but would be really awesome to see an integration. We have an open API[1] for just this reason: we really want to make it easy to use (and source) your data across all the different tools out there. We've recently launched integrations with other labeling[2] and AutoML[3] tools (and have integrations with the big-cloud AutoML tools as well[4]). We're hoping to have a bunch more integrations with other developer tools, labeling services, and MLOps tools & platforms in 2023. Re synthetic data specifically, we've written a couple of how-to guides for creating data from context augmentation[5], Unity Perception[6], and Stable Diffusion[7] & are talking to some others as well; it seems like a natural integration point (and someplace where we don't need to reinvent the wheel). [1] https://docs.roboflow.com/rest-api https://docs.roboflow.com/rest-api [2] https://github.com/SkalskiP/make-sense/pull/298 https://github.com/SkalskiP/make-sense/pull/298 [3] https://github.com/ultralytics/yolov5/discussions/10425 https://github.com/ultralytics/yolov5/discussions/10425 [4] https://docs.roboflow.com/train/pro-third-party-training-integrations https://docs.roboflow.com/train/pro-third-party-training-int... [5] https://blog.roboflow.com/how-to-create-a-synthetic-dataset-for-computer-vision/ https://blog.roboflow.com/how-to-create-a-synthetic-dataset-... [6] https://blog.roboflow.com/unity-perception-synthetic-dataset-tutorial/ https://blog.roboflow.com/unity-perception-synthetic-dataset... [7] https://blog.roboflow.com/synthetic-data-with-stable-diffusion-a-guide/ https://blog.roboflow.com/synthetic-data-with-stable-diffusi...

yeldarb 4y ago

Haven't heard of those two, but would be really awesome to see an integration. We have an open API[1] for just this reason: we really want to make it easy to use (and source) your data across all the different tools out there. We've recently launched integrations with other labeling[2] and AutoML[3] tools (and have integrations with the big-cloud AutoML tools as well[4]). We're hoping to have a bunch more integrations with other developer tools, labeling services, and MLOps tools & platforms in 2023. Re synthetic data specifically, we've written a couple of how-to guides for creating data from context augmentation[5], Unity Perception[6], and Stable Diffusion[7] & are talking to some others as well; it seems like a natural integration point (and someplace where we don't need to reinvent the wheel). [1] https://docs.roboflow.com/rest-api https://docs.roboflow.com/rest-api [2] https://github.com/SkalskiP/make-sense/pull/298 https://github.com/SkalskiP/make-sense/pull/298 [3] https://github.com/ultralytics/yolov5/discussions/10425 https://github.com/ultralytics/yolov5/discussions/10425 [4] https://docs.roboflow.com/train/pro-third-party-training-integrations https://docs.roboflow.com/train/pro-third-party-training-int... [5] https://blog.roboflow.com/how-to-create-a-synthetic-dataset-for-computer-vision/ https://blog.roboflow.com/how-to-create-a-synthetic-dataset-... [6] https://blog.roboflow.com/unity-perception-synthetic-dataset-tutorial/ https://blog.roboflow.com/unity-perception-synthetic-dataset... [7] https://blog.roboflow.com/synthetic-data-with-stable-diffusion-a-guide/ https://blog.roboflow.com/synthetic-data-with-stable-diffusi...