Row 8099

Row ID: 8099 | Dataset Entry | Axioma AXP Content Repository

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This page contains data entry 8099 from the Axioma AXP content repository. The structured data below represents the complete record for this entry.

We introduce Grounding DINO 1.5, which is our most powerful open-world object detection model series. Building on the solid foundation of its predecessor, Grounding DINO, this enhanced model increases both the model size and its training dataset, enhancing its ability to understand and detect visual objects more accurately.

Github Link: [https://github.com/IDEA-Research/Grounding-DINO-1.5-API](https://github.com/IDEA-Research/Grounding-DINO-1.5-API)

Online Demo: [https://deepdataspace.com/home](https://deepdataspace.com/home)

Huggingface Demo: [https://huggingface.co/spaces/Mountchicken/Grounding-DINO-1.5](https://huggingface.co/spaces/Mountchicken/Grounding-DINO-1.5)

arXiv Link: [https://arxiv.org/abs/2405.10300](https://arxiv.org/abs/2405.10300)

# Zero-Shot Performance Compare with Grounding DINO

https://preview.redd.it/7sc0fq58k71d1.png?width=1149&format=png&auto=webp&s=3312392b5d6b820fa446f8cc2600c52ce33a6079

detailed performance:

https://preview.redd.it/kcpd3awek71d1.png?width=1280&format=png&auto=webp&s=498acee90fa95c73a87f8e9ee92a0f27430b2c51

# Fine-tuning Performance on Downstream Tasks

compare with Grounding DINO

https://preview.redd.it/d0spf0jjk71d1.png?width=1020&format=png&auto=webp&s=46073d82f6d9468852a5595b93df99b0148208f2

detailed performance

https://preview.redd.it/5m85gsylk71d1.png?width=1756&format=png&auto=webp&s=554d0b72621d79482c1ba11ba2821b51d1c65459

# Visualizations

https://preview.redd.it/lob31unpk71d1.png?width=1052&format=png&auto=webp&s=02fbffb5f23d6d8cb6b3d5cbe4e5a2146365d977

https://preview.redd.it/f1oufwnpk71d1.png?width=1039&format=png&auto=webp&s=42b906c6517181612583f89d0e69b73f3f9738d8

https://preview.redd.it/xxp98kopk71d1.png?width=1066&format=png&auto=webp&s=8dd7e47a1da43a62a41c2b78489b54816e208d7d

https://preview.redd.it/0l6te2opk71d1.png?width=1011&format=png&auto=webp&s=81c5a777a9728449b452c1cef4017fcc2e6f13e3

https://preview.redd.it/4fwp33spk71d1.png?width=2365&format=png&auto=webp&s=009c5f063fb2f0688e334d0f815e528926ce9430

https://preview.redd.it/nsgmwdspk71d1.png?width=2365&format=png&auto=webp&s=3e7125d6fa8799ad75e1db869538781c59689daf

https://preview.redd.it/o01ycarpk71d1.png?width=2367&format=png&auto=webp&s=fdffd0b2ddbff78b1b46286256e0178993304e0a

https://preview.redd.it/absfvhopk71d1.png?width=1105&format=png&auto=webp&s=d760d0082b7c271837b844c70973068db00a4e7b

https://preview.redd.it/8apy7ropk71d1.png?width=1118&format=png&auto=webp&s=8686af325641535bcd4baf12152918f5b7e60bcc

https://preview.redd.it/p65qh6qpk71d1.png?width=1106&format=png&auto=webp&s=2d9a62edf6dd6f086cd0396eca7df0c43356b6f0

https://preview.redd.it/mavta4qpk71d1.png?width=1038&format=png&auto=webp&s=d031236a761720de80e4d5e6468a41dc9f988f6a

https://preview.redd.it/th55xqppk71d1.png?width=1087&format=png&auto=webp&s=0266ebb44a9c24b5e611ce1fdbb2bcd9abf51725

https://preview.redd.it/0373ueqpk71d1.png?width=999&format=png&auto=webp&s=f1379231677d157a706ffd2a5bdf451ca61517bb

FieldValue
text We introduce Grounding DINO 1.5, which is our most powerful open-world object detection model series. Building on the solid foundation of its predecessor, Grounding DINO, this enhanced model increases both the model size and its training dataset, enhancing its ability to understand and detect visual objects more accurately. Github Link: [https://github.com/IDEA-Research/Grounding-DINO-1.5-API](https://github.com/IDEA-Research/Grounding-DINO-1.5-API) Online Demo: [https://deepdataspace.com/home…
label r/machinelearning
dataType post
communityName r/MachineLearning
datetime 2024-05-18
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Raw Record

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Entry Information