Detect Anything You Want with Grounding DINO | Zero Shot Object Detection SOTA

Roboflow March 28, 2023
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Discover Grounding DINO, a groundbreaking AI model that seamlessly locates objects in images and matches them with corresponding textual labels. Learn how Grounding DINO revolutionizes object detection and text recognition tasks. #GroundingDINO #ObjectDetection #AIModel #LanguageModel Chapters: 00:00 Introduction 01:29 Setting up the Python environment 03:11 Loading GroundingDINO model 04:38 Multimodal deep learning 05:23 Running GroundingDINO on custom images 06:21 Prompt engineering and object detection language constraints 07:36 Multiclass detection 09:12 More object detection language constraints 11:19 Dataset auto labeling with Roboflow and GroundingDINO 12:48 Outro Resources: 🌏 Roboflow: https://roboflow.com 🌌 Roboflow Universe: https://universe.roboflow.com 📓 Grounding DINO notebook: https://github.com/roboflow/notebooks/blob/main/notebooks/zero-shot-object-detection-with-grounding-dino.ipynb 🗞 Grounding DINO blog post: https://blog.roboflow.com/grounding-dino-zero-shot-object-detection/ 🗞 Grounding DINO arXiv paper: https://arxiv.org/abs/2303.05499 💻 Grounding DINO repository: https://github.com/IDEA-Research/GroundingDINO 🎬 GPT 4: Will We Ever Train Again?: https://youtu.be/aNLl0wEdMq4 🎬 CLIP: OpenAI's amazing new zero-shot image classifier: https://youtu.be/8o701AEoZ8I Stay updated with the projects I'm working on at https://github.com/roboflow and https://github.com/SkalskiP! ⭐

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