RF-DETR checkpoints converted to be used with 🤗 Transformers
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Curated collection of notable models and spaces from the week of April 17.
-
OpenMOSS-Team/MOSS-Audio-4B-Instruct
Audio-Text-to-Text • 5B • Updated • 8.26k • 52 -
OpenMOSS-Team/MOSS-Audio-8B-Thinking
Audio-Text-to-Text • 9B • Updated • 42.6k • 61 -
bytedance-research/Timer-S1
Time Series Forecasting • 8B • Updated • 4.3k • 21 -
BugTraceAI/BugTraceAI-Apex-G4-26B-Q4
25B • Updated • 15.9k • 57
YOLO26 models: detection, segmentation, classification, pose, and OBB variants with demos and ONNX variants.
-
Wuli-art/Qwen-Image-2512-Turbo-LoRA
Text-to-Image • Updated • 12.1k • 215 -
miromind-ai/MiroThinker-v1.5-235B
Text Generation • 235B • Updated • 93 • 254 -
prithivMLmods/Qwen-Image-Edit-2511-Object-Remover
Image-to-Image • Updated • 4.51k • • 60 -
tencent/Youtu-LLM-2B-Base
Text Generation • Updated • 1.66k • 42
-
facebook/sam3
Mask Generation • 0.9B • Updated • 2.99M • 1.98k -
SAM3 Video Segmentation
🐠112Track and label objects in videos using text prompts or clicks
-
onnx-community/sam3-tracker-ONNX
Mask Generation • Updated • 802 • 32 -
SAM3 Tracker WebGPU
🎯30Segment images with click points and download cutouts
-
NVLM: Open Frontier-Class Multimodal LLMs
Paper • 2409.11402 • Published • 74 -
BRAVE: Broadening the visual encoding of vision-language models
Paper • 2404.07204 • Published • 20 -
Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models
Paper • 2403.18814 • Published • 48 -
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models
Paper • 2409.17146 • Published • 121
Models mentioned in https://huggingface.co/papers/2404.07204
-
facebook/dinov2-large
Image Feature Extraction • 0.3B • Updated • 2.94M • 110 -
google/flan-t5-xl
3B • Updated • 84.6k • 533 -
google/siglip-large-patch16-384
Zero-Shot Image Classification • 0.7B • Updated • 117k • 11 -
google/vit-huge-patch14-224-in21k
Image Feature Extraction • 0.6B • Updated • 23.8k • 22
-
facebook/deit-base-distilled-patch16-384
Image Classification • 87.6M • Updated • 419k • • 8 -
facebook/convnextv2-base-1k-224
Image Classification • 88.7M • Updated • 716 • 4 -
facebook/deit-base-distilled-patch16-224
Image Classification • Updated • 8.19k • • 34 -
google/vit-base-patch32-384
Image Classification • 88.3M • Updated • 5.43k • • 23
A collection of instance/semantic/panoptic segmentation models.
-
facebook/maskformer-swin-large-coco
Image Segmentation • 0.2B • Updated • 322 • 27 -
nvidia/segformer-b0-finetuned-ade-512-512
Image Segmentation • 3.75M • Updated • 363k • • 187 -
facebook/detr-resnet-50-dc5-panoptic
Image Segmentation • 43M • Updated • 31 • 3 -
nvidia/segformer-b5-finetuned-cityscapes-1024-1024
Image Segmentation • Updated • 17.2k • • 43
Collection of image to image editing, image enhancement (SR, deblur, brighten) and text-to-image adapter models.
This collection contains image captioning and OCR models.
-
Salesforce/blip-image-captioning-large
Image-to-Text • 0.5B • Updated • 762k • 1.47k -
Salesforce/blip-image-captioning-base
Image-to-Text • Updated • 2.42M • 853 -
microsoft/trocr-base-handwritten
Image-to-Text • 0.3B • Updated • 162k • 494 -
microsoft/git-large-coco
Image-to-Text • 0.4B • Updated • 5.81k • 105
Foundation models for computer vision.
Models and applications of OWL-ViT and OWLv2.
A collection of open-source document AI 📄 📝 📈
Papers about vision-language models, most important ones are on top of the list.
-
Improved Baselines with Visual Instruction Tuning
Paper • 2310.03744 • Published • 39 -
DeepSeek-VL: Towards Real-World Vision-Language Understanding
Paper • 2403.05525 • Published • 49 -
Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities
Paper • 2308.12966 • Published • 12 -
LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model
Paper • 2404.01331 • Published • 27
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 175k • 148 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 9.99k • 13 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 12k • 29 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 22.4k • 30
A comprehensive collection on DAv2
This collection has all the vision language leaderboards.
-
Vidore Leaderboard
🥇207Browse and compare visual document retrieval model scores
-
Open VLM Leaderboard
🌎1.01kVLMEvalKit Evaluation Results Collection
-
Vision Arena (Testing VLMs side-by-side)
🖼561Explore AI-powered visual tasks in Vision Arena
-
SEED-Bench Leaderboard
🏆85Submit model evaluation results to leaderboard
All the models and demos for SAM2
Curated collection of notable models, datasets, and spaces from the week.
A collection of real-time detectors.
-
facebook/metaclip-2-worldwide-s16
Zero-Shot Image Classification • 0.4B • Updated • 149 • 9 -
facebook/metaclip-2-worldwide-m16
Zero-Shot Image Classification • 0.5B • Updated • 84 • 4 -
facebook/metaclip-2-worldwide-l14
Zero-Shot Image Classification • 1B • Updated • 376 • 13 -
facebook/metaclip-2-worldwide-b32
Zero-Shot Image Classification • 0.6B • Updated • 49 • 7
All the releases of the week of 30th May.
A collection of DSE models for multimodal retrieval
Models and datasets of the second week of Jan 2025.
Recent depth models
Collection of useful computer vision backbones to fine-tune. It also includes large image classification models, that can be used as backbone.
-
microsoft/resnet-50
Image Classification • Updated • 293k • • 492 -
google/vit-base-patch16-224-in21k
Image Feature Extraction • 86.4M • Updated • 2.22M • 407 -
google/vit-base-patch32-224-in21k
Image Feature Extraction • 88M • Updated • 14.2k • 19 -
facebook/dinov2-large
Image Feature Extraction • 0.3B • Updated • 2.94M • 110
-
facebook/detr-resnet-50
Object Detection • 41.6M • Updated • 210k • • 947 -
facebook/detr-resnet-101-dc5
Object Detection • 60.7M • Updated • 2.93k • 19 -
facebook/detr-resnet-50-dc5
Object Detection • 41.6M • Updated • 119k • 6 -
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 175k • 148
This is a collection for models that can be used for zero-shot image classification.
-
openai/clip-vit-large-patch14
Zero-Shot Image Classification • 0.4B • Updated • 29.4M • 2.01k -
openai/clip-vit-base-patch32
Zero-Shot Image Classification • Updated • 21.5M • 933 -
laion/CLIP-ViT-bigG-14-laion2B-39B-b160k
Zero-Shot Image Classification • Updated • 79.5k • 311 -
kakaobrain/align-base
Zero-Shot Image Classification • Updated • 13.1k • 31
-
microsoft/xclip-base-patch32
Video Classification • 0.2B • Updated • 88k • 109 -
facebook/timesformer-base-finetuned-k400
Video Classification • Updated • 20.9k • 43 -
facebook/timesformer-base-finetuned-k600
Video Classification • Updated • 3.96k • 12 -
google/vivit-b-16x2
Video Classification • Updated • 26.4k • 11
This collection contains models and demos of SAM and it's smaller friends.
A collection dedicated to SigLIP applications
-
Draw To Search Art
🐠74Draw/upload image and search among WikiART using SigLIP
-
Compare Clip Siglip
🏃23Compare strong zero-shot image classification models
-
Multilingual Zero Shot Image Clf
🏢13Comparing powerful multilingual zero-shot image clf models
-
BAAI/bunny-phi-2-siglip-lora
Text Generation • Updated • 101 • 48
A collection of everything SegGPT.
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 175k • 148 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 9.99k • 13 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 12k • 29 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 22.4k • 30
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 175k • 148 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 9.99k • 13 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 12k • 29 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 22.4k • 30
A collection of video-language models
-
Video Llava
🐨21Generate descriptions by uploading images or videos
-
llava-hf/LLaVA-NeXT-Video-7B-hf
Video-Text-to-Text • 7B • Updated • 148k • 123 -
llava-hf/LLaVA-NeXT-Video-7B-DPO-hf
Video-Text-to-Text • 7B • Updated • 3.02k • 11 -
llava-hf/LLaVA-NeXT-Video-7B-32K-hf
Image-Text-to-Text • 8B • Updated • 141 • 8
RF-DETR checkpoints converted to be used with 🤗 Transformers
Curated collection of notable models, datasets, and spaces from the week.
Curated collection of notable models and spaces from the week of April 17.
-
OpenMOSS-Team/MOSS-Audio-4B-Instruct
Audio-Text-to-Text • 5B • Updated • 8.26k • 52 -
OpenMOSS-Team/MOSS-Audio-8B-Thinking
Audio-Text-to-Text • 9B • Updated • 42.6k • 61 -
bytedance-research/Timer-S1
Time Series Forecasting • 8B • Updated • 4.3k • 21 -
BugTraceAI/BugTraceAI-Apex-G4-26B-Q4
25B • Updated • 15.9k • 57
YOLO26 models: detection, segmentation, classification, pose, and OBB variants with demos and ONNX variants.
-
Wuli-art/Qwen-Image-2512-Turbo-LoRA
Text-to-Image • Updated • 12.1k • 215 -
miromind-ai/MiroThinker-v1.5-235B
Text Generation • 235B • Updated • 93 • 254 -
prithivMLmods/Qwen-Image-Edit-2511-Object-Remover
Image-to-Image • Updated • 4.51k • • 60 -
tencent/Youtu-LLM-2B-Base
Text Generation • Updated • 1.66k • 42
A collection of real-time detectors.
-
facebook/sam3
Mask Generation • 0.9B • Updated • 2.99M • 1.98k -
SAM3 Video Segmentation
🐠112Track and label objects in videos using text prompts or clicks
-
onnx-community/sam3-tracker-ONNX
Mask Generation • Updated • 802 • 32 -
SAM3 Tracker WebGPU
🎯30Segment images with click points and download cutouts
-
facebook/metaclip-2-worldwide-s16
Zero-Shot Image Classification • 0.4B • Updated • 149 • 9 -
facebook/metaclip-2-worldwide-m16
Zero-Shot Image Classification • 0.5B • Updated • 84 • 4 -
facebook/metaclip-2-worldwide-l14
Zero-Shot Image Classification • 1B • Updated • 376 • 13 -
facebook/metaclip-2-worldwide-b32
Zero-Shot Image Classification • 0.6B • Updated • 49 • 7
All the releases of the week of 30th May.
A collection of DSE models for multimodal retrieval
Models and datasets of the second week of Jan 2025.
-
NVLM: Open Frontier-Class Multimodal LLMs
Paper • 2409.11402 • Published • 74 -
BRAVE: Broadening the visual encoding of vision-language models
Paper • 2404.07204 • Published • 20 -
Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models
Paper • 2403.18814 • Published • 48 -
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models
Paper • 2409.17146 • Published • 121
Recent depth models
Models mentioned in https://huggingface.co/papers/2404.07204
-
facebook/dinov2-large
Image Feature Extraction • 0.3B • Updated • 2.94M • 110 -
google/flan-t5-xl
3B • Updated • 84.6k • 533 -
google/siglip-large-patch16-384
Zero-Shot Image Classification • 0.7B • Updated • 117k • 11 -
google/vit-huge-patch14-224-in21k
Image Feature Extraction • 0.6B • Updated • 23.8k • 22
Collection of useful computer vision backbones to fine-tune. It also includes large image classification models, that can be used as backbone.
-
microsoft/resnet-50
Image Classification • Updated • 293k • • 492 -
google/vit-base-patch16-224-in21k
Image Feature Extraction • 86.4M • Updated • 2.22M • 407 -
google/vit-base-patch32-224-in21k
Image Feature Extraction • 88M • Updated • 14.2k • 19 -
facebook/dinov2-large
Image Feature Extraction • 0.3B • Updated • 2.94M • 110
-
facebook/deit-base-distilled-patch16-384
Image Classification • 87.6M • Updated • 419k • • 8 -
facebook/convnextv2-base-1k-224
Image Classification • 88.7M • Updated • 716 • 4 -
facebook/deit-base-distilled-patch16-224
Image Classification • Updated • 8.19k • • 34 -
google/vit-base-patch32-384
Image Classification • 88.3M • Updated • 5.43k • • 23
-
facebook/detr-resnet-50
Object Detection • 41.6M • Updated • 210k • • 947 -
facebook/detr-resnet-101-dc5
Object Detection • 60.7M • Updated • 2.93k • 19 -
facebook/detr-resnet-50-dc5
Object Detection • 41.6M • Updated • 119k • 6 -
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 175k • 148
A collection of instance/semantic/panoptic segmentation models.
-
facebook/maskformer-swin-large-coco
Image Segmentation • 0.2B • Updated • 322 • 27 -
nvidia/segformer-b0-finetuned-ade-512-512
Image Segmentation • 3.75M • Updated • 363k • • 187 -
facebook/detr-resnet-50-dc5-panoptic
Image Segmentation • 43M • Updated • 31 • 3 -
nvidia/segformer-b5-finetuned-cityscapes-1024-1024
Image Segmentation • Updated • 17.2k • • 43
This is a collection for models that can be used for zero-shot image classification.
-
openai/clip-vit-large-patch14
Zero-Shot Image Classification • 0.4B • Updated • 29.4M • 2.01k -
openai/clip-vit-base-patch32
Zero-Shot Image Classification • Updated • 21.5M • 933 -
laion/CLIP-ViT-bigG-14-laion2B-39B-b160k
Zero-Shot Image Classification • Updated • 79.5k • 311 -
kakaobrain/align-base
Zero-Shot Image Classification • Updated • 13.1k • 31
Collection of image to image editing, image enhancement (SR, deblur, brighten) and text-to-image adapter models.
-
microsoft/xclip-base-patch32
Video Classification • 0.2B • Updated • 88k • 109 -
facebook/timesformer-base-finetuned-k400
Video Classification • Updated • 20.9k • 43 -
facebook/timesformer-base-finetuned-k600
Video Classification • Updated • 3.96k • 12 -
google/vivit-b-16x2
Video Classification • Updated • 26.4k • 11
This collection contains image captioning and OCR models.
-
Salesforce/blip-image-captioning-large
Image-to-Text • 0.5B • Updated • 762k • 1.47k -
Salesforce/blip-image-captioning-base
Image-to-Text • Updated • 2.42M • 853 -
microsoft/trocr-base-handwritten
Image-to-Text • 0.3B • Updated • 162k • 494 -
microsoft/git-large-coco
Image-to-Text • 0.4B • Updated • 5.81k • 105
Foundation models for computer vision.
This collection contains models and demos of SAM and it's smaller friends.
Models and applications of OWL-ViT and OWLv2.
A collection dedicated to SigLIP applications
-
Draw To Search Art
🐠74Draw/upload image and search among WikiART using SigLIP
-
Compare Clip Siglip
🏃23Compare strong zero-shot image classification models
-
Multilingual Zero Shot Image Clf
🏢13Comparing powerful multilingual zero-shot image clf models
-
BAAI/bunny-phi-2-siglip-lora
Text Generation • Updated • 101 • 48
A collection of open-source document AI 📄 📝 📈
A collection of everything SegGPT.
Papers about vision-language models, most important ones are on top of the list.
-
Improved Baselines with Visual Instruction Tuning
Paper • 2310.03744 • Published • 39 -
DeepSeek-VL: Towards Real-World Vision-Language Understanding
Paper • 2403.05525 • Published • 49 -
Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities
Paper • 2308.12966 • Published • 12 -
LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model
Paper • 2404.01331 • Published • 27
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 175k • 148 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 9.99k • 13 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 12k • 29 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 22.4k • 30
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 175k • 148 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 9.99k • 13 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 12k • 29 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 22.4k • 30
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 175k • 148 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 9.99k • 13 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 12k • 29 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 22.4k • 30
A comprehensive collection on DAv2
This collection has all the vision language leaderboards.
-
Vidore Leaderboard
🥇207Browse and compare visual document retrieval model scores
-
Open VLM Leaderboard
🌎1.01kVLMEvalKit Evaluation Results Collection
-
Vision Arena (Testing VLMs side-by-side)
🖼561Explore AI-powered visual tasks in Vision Arena
-
SEED-Bench Leaderboard
🏆85Submit model evaluation results to leaderboard
A collection of video-language models
-
Video Llava
🐨21Generate descriptions by uploading images or videos
-
llava-hf/LLaVA-NeXT-Video-7B-hf
Video-Text-to-Text • 7B • Updated • 148k • 123 -
llava-hf/LLaVA-NeXT-Video-7B-DPO-hf
Video-Text-to-Text • 7B • Updated • 3.02k • 11 -
llava-hf/LLaVA-NeXT-Video-7B-32K-hf
Image-Text-to-Text • 8B • Updated • 141 • 8
All the models and demos for SAM2