Autodistill

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62 repositories

autodistill-owl-vit
Public
OWL-ViT module for Autodistill.
vision-transformers owl-vit autodistill
Python
•
Apache License 2.0
•2•6•1•1•Updated Nov 2, 2024Nov 2, 2024
autodistill
Public
Images to inference with no labeling (use foundation models to train supervised models).
machine-learning computer-vision deep-learning image-annotation pytorch image-classification object-detection instance-segmentation labeling-tool multimodal
Python
•
Apache License 2.0
•158•2k•31•6•Updated Nov 1, 2024Nov 1, 2024
autodistill-yolov11
Public
YOLOv11 Target Model plugin for Autodistill
Python
•
GNU Affero General Public License v3.0
•11•2•0•0•Updated Oct 3, 2024Oct 3, 2024
autodistill-gemini
Public
Use Gemini to auto-label images for use with Autodistill.
computer-vision gemini lmm autodistill
Python
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MIT License
•2•3•0•0•Updated Aug 27, 2024Aug 27, 2024
autodistill-florence-2
Public
Use Florence 2 to auto-label data for use in training fine-tuned object detection models.
object-detection zero-shot-object-detection autodistill florence-2
Python
•7•60•4•0•Updated Aug 15, 2024Aug 15, 2024
autodistill-grounded-sam-2
Public
Use Segment Anything 2, grounded with Florence-2, to auto-label data for use in training vision models.
grounded-sam autodistill florence-2 segment-anything-2
Python
•
Apache License 2.0
•13•92•7•1•Updated Aug 7, 2024Aug 7, 2024
autodistill-gpt-4v
Public
GPT-4V(ision) module for use with Autodistill.
computer-vision object-detection gpt-4 autodistill gpt-4v
Python
•
MIT License
•6•25•3•1•Updated Jul 30, 2024Jul 30, 2024
autodistill-grounding-dino
Public
Grounding DINO module for use with Autodistill.
grounding-dino autodistill autodistill-grounding-dino
Python
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Apache License 2.0
•13•18•6•1•Updated Jul 1, 2024Jul 1, 2024
autodistill-target-model-template
Public template
A template for use in creating Autodistill Target Model packages.
computer-vision distillation autodistill
Python
•1•0•0•1•Updated Jun 20, 2024Jun 20, 2024
autodistill-paligemma
Public
Use PaliGemma to auto-label data for use in training fine-tuned vision models.
computer-vision zero-shot-object-detection autodistill paligemma fine-tuning-computer-vision
Python
•1•11•0•0•Updated Jun 13, 2024Jun 13, 2024
autodistill-distilbert
Public
Train a DistilBERT text classification model with Autodistill.
Python
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MIT License
•0•0•0•0•Updated Jun 11, 2024Jun 11, 2024
autodistill-setfit
Public
Train a SetFit model for use in text classification.
text-classification
Python
•0•0•0•0•Updated Jun 11, 2024Jun 11, 2024
autodistill-gpt-text
Public
Use GPT and LLaMAfile to classify text for use in training smaller, fine-tuned text classification models.
Python
•0•0•0•0•Updated Jun 11, 2024Jun 11, 2024
autodistill-remote-clip
Public
RemoteCLIP module for use with Autodistill.
Python
•
Apache License 2.0
•0•2•0•0•Updated Jun 11, 2024Jun 11, 2024
autodistill-grounded-edgesam
Public
EdgeSAM model for use with Autodistill.
image-segmentation autodistill edgesam grounded-multimodal-model
Python
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Other
•2•25•1•0•Updated Jun 11, 2024Jun 11, 2024
autodistill-fastvit
Public
FastViT base model for use with Autodistill.
computer-vision image-classification zero-shot-classification autodistill fastvit
Python
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Other
•0•0•0•0•Updated May 20, 2024May 20, 2024
autodistill-gpt-4o
Public
GPT-4o (with Vision) module for use with Autodistill.
gpt multimodal zero-shot-classification autodistill
Python
•
MIT License
•6•11•0•0•Updated May 15, 2024May 15, 2024
autodistill-grounded-sam
Public
GroundedSAM Base Model plugin for Autodistill
grounding-dino grounded-sam autodistill
Python
•
Apache License 2.0
•9•44•5•1•Updated Apr 17, 2024Apr 17, 2024
autodistill-blipv2
Public
BLIPv2 model for use with Autodistill.
Python
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BSD 3-Clause "New" or "Revised" License
•0•2•0•1•Updated Apr 10, 2024Apr 10, 2024
autodistill-codet
Public
CoDet base model for use with Autodistill.
computer-vision object-detection zero-shot-object-detection autodistill codet
Python
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Apache License 2.0
•0•2•1•1•Updated Apr 3, 2024Apr 3, 2024
autodistill-mobileclip
Public
MobileCLIP base model for use with Autodistill.
Python
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Other
•0•1•0•0•Updated Mar 19, 2024Mar 19, 2024
autodistill-siglip
Public
SigLIP base model for use with Autodistill.
Python
•1•7•0•0•Updated Mar 5, 2024Mar 5, 2024
autodistill-yolov5
Public
YOLOv5 module for use with Autodistill.
computer-vision yolov5 autodistill
Python
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GNU Affero General Public License v3.0
•2•1•1•1•Updated Feb 23, 2024Feb 23, 2024
autodistill-efficient-yolo-world
Public
EfficientSAM + YOLO World base model for use with Autodistill.
zero-shot-object-detection zero-shot-segmentation yolo-world efficientsam
Python
•0•8•1•0•Updated Feb 21, 2024Feb 21, 2024
autodistill-owlv2
Public
OWLv2 base model for use with Autodistill.
computer-vision object-detection zero-shot-object-detection autodistill owlv2
Python
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Apache License 2.0
•5•5•2•4•Updated Feb 20, 2024Feb 20, 2024
autodistill-efficientsam
Public
EfficientSAM base model for use with Autodistill.
image-segmentation autodistill efficientsam
Python
•
Apache License 2.0
•0•0•0•0•Updated Feb 16, 2024Feb 16, 2024
autodistill-yolo-world
Public
YOLO World base module for use with Autodistill.
object-detection zero-shot-object-detection autodistill yolo-world
Python
•0•3•1•0•Updated Feb 16, 2024Feb 16, 2024
autodistill-yolonas
Public
YOLO-NAS module for use with Autodistill.
computer-vision yolo-nas autodistill
Python
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Other
•1•5•2•0•Updated Feb 12, 2024Feb 12, 2024
autodistill-roboflow-universe
Public
Use models on Roboflow Universe to auto-label data for use in model training.
roboflow autodistill
Python
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MIT License
•1•4•0•0•Updated Feb 8, 2024Feb 8, 2024
autodistill-qwen-vl
Public
Qwen-VL base model for use with Autodistill.
zero-shot-object-detection autodistill qwen-vl
Python
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Other
•0•0•1•0•Updated Feb 8, 2024Feb 8, 2024