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Related Objects of Interest: ============================== , roboflow is an end-to-end computer vision platform that helps you , ripe , unripe , * annotate, and create datasets , * collaborate with your team on computer vision projects , * collect & organize images , * export, train, and deploy computer vision models , * understand and search unstructured image data , * use active learning to improve your dataset over time
Top Over Datasets and Models
The datasets below can be used to train fine-tuned models for over detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.
At the bottom of this page, we have guides on how to train a model using the over datasets below.


164 images
* Auto-orientation of pixel data (with EXIF-orientation stripping)* Resize to 640x640 (Stretch)* annotate, and create datasets* collaborate with your team on computer vision projects* collect & organize images* export, train, and deploy computer vision models* understand and search unstructured image data* use active learning to improve your dataset over time192021222324252627282930


968 images
* annotate, and create datasets* collaborate with your team on computer vision projects* collect & organize images* collect organize images* export, train, and deploy computer vision models* understand and search unstructured image data* use active learning to improve your dataset over time==============================For state of the art Computer Vision training notebooks you can use with this dataset,FruitQualityDetection_demo1 - v2 2024-08-04 1:58amRoboflow is an end-to-end computer vision platform that helps youThis dataset was exported via roboflowbad_applebad_bananabad_guavabad_orangebad_pomegranategood_applegood_bananagood_guava


200 images
Color-scheme-Black-and-white-outlinesColor-scheme-Black-and-white-with-shadingColor-scheme-Color-PanelsText-/-speech-bubble-goes-over-panel-bordercharacter-goes-over-panel-borderis-cover-panelis-ending-panelmash up of previous stand-alone panelsnot-a-web-comicpanel-border-lines-are-artistically-wobblypanels-contain-text-/-speechphotograph-of-a-comic-/-hand-drawn-comics-on-papersingle-panel-comic-/-meme


2096 images
- collaborate with your team on computer vision projects- understand and search unstructured image data- use active learning to improve your dataset over time==============================Roboflow is an end-to-end computer vision platform that helps youij20240404 - v12 2025-02-21 7:17pmvisit https:--github-com-roboflow-notebooks


478 images
* annotate, and create datasets* collaborate with your team on computer vision projects* collect & organize images* export, train, and deploy computer vision models* understand and search unstructured image data* use active learning to improve your dataset over time0123456789==============================Digits_recognizer - v1 2024-10-18 5:43amRoboflow is an end-to-end computer vision platform that helps youThis dataset was exported via roboflow.com on November 18, 2024 at 2:18 AM GMT


2240 images1 model
freshobject* 50% probability of horizontal flip* 50% probability of vertical flip* Auto-orientation of pixel data (with EXIF-orientation stripping)* Resize to 640x640 (Stretch)* annotate, and create datasets* annotate, and create datasets * collect & organize images* annotate, and create datasets * understand and search unstructured image data* collaborate with your team on computer vision projects* collect & organize images* export, train, and deploy computer vision models* understand and search unstructured image data* use active learning to improve your dataset over time21222323 242425


600 images
elephantfoxmonkeypigtiger* Auto-orientation of pixel data (with EXIF-orientation stripping)* Resize to 640x640 (Stretch)* annotate, and create datasets* collaborate with your team on computer vision projects* collect & organize images* export, train, and deploy computer vision models* understand and search unstructured image data* use active learning to improve your dataset over time19202122232425


1351 images
* annotate, and create datasets* collaborate with your team on computer vision projects* collect & organize images* export, train, and deploy computer vision models* understand and search unstructured image data* use active learning to improve your dataset over time02 사과 곰팡이==============================Roboflow is an end-to-end computer vision platform that helps youSDA - v8 2024-10-24 5:44pmThis dataset was exported via roboflow.com on October 24, 2024 at 5:44 PM GMT


1068 images1 model


3200 images
* Resize to 640x640 (Stretch)* annotate, and create datasets* collaborate with your team on computer vision projects* collect & organize images* export, train, and deploy computer vision models* understand and search unstructured image data* use active learning to improve your dataset over time100101102103104105106107108109110111112


2640 images
* Resize to 640x640 (Stretch)* annotate, and create datasets* collaborate with your team on computer vision projects* collect & organize images* export, train, and deploy computer vision models* understand and search unstructured image data* use active learning to improve your dataset over time100101102103104105106107108109110111112


3200 images
* Resize to 640x640 (Stretch)* annotate, and create datasets* collaborate with your team on computer vision projects* collect & organize images* export, train, and deploy computer vision models* understand and search unstructured image data* use active learning to improve your dataset over time100101102103104105106107108109110111112


4320 images1 model


7114 images
-- Auto-orientation of pixel data (with EXIF-orientation stripping)- Random rotation of between -10 and +10 degrees- Random shear of between -14° to +14° horizontally and -9° to +9° vertically- Resize to 640x640 (Stretch)- collaborate with your team on computer vision projects- understand and search unstructured image data- use active learning to improve your dataset over time==============================IrgaMushrooms are annotated in YOLOv8 format-Roboflow is an end-to-end computer vision platform that helps youThe dataset includes 11376 images-The following augmentation was applied to create 3 versions of each source image:The following pre-processing was applied to each image:boyroshnikfizaliskastenikapaslentern




560 images
* Auto-orientation of pixel data (with EXIF-orientation stripping)* Resize to 640x640 (Stretch)* annotate, and create datasets* collaborate with your team on computer vision projects* collect & organize images* export, train, and deploy computer vision models* understand and search unstructured image data* use active learning to improve your dataset over time10010119202122232425262728


3655 images
object* annotate, and create datasets* collaborate with your team on computer vision projects* collect & organize images* export, train, and deploy computer vision models* understand and search unstructured image data* use active learning to improve your dataset over time==============================BottleCanFor state of the art Computer Vision training notebooks you can use with this dataset,Roboflow is an end-to-end computer vision platform that helps youThis dataset was exported via roboflow.com on March 27, 2023 at 9:36 AM GMTdetect can - v1 2023-03-25 12:01pmmilk - v7 2022-06-23 11:26amvisit https://github.com/roboflow/notebooks


134 images


1533 images1 model
carmotorcyclesmartphonetruck* 50% probability of horizontal flip* annotate, and create datasets* collaborate with your team on computer vision projects* collect & organize images* export, train, and deploy computer vision models* understand and search unstructured image data* use active learning to improve your dataset over time==============================Animal detect - v2 2023-04-25 3:38pmAnimals are annotated in YOLOv8 format.FaceFor state of the art Computer Vision training notebooks you can use with this dataset,Roboflow is an end-to-end computer vision platform that helps youThe dataset includes 269 images.The following augmentation was applied to create 3 versions of each source image:The following pre-processing was applied to each image:


6701 images
- Auto-orientation of pixel data (with EXIF-orientation stripping)- Random brigthness adjustment of between -40 and 0 percent- Randomly crop between 0 and 30 percent of the image- Resize to 1280x1280 (Fit (white edges))- collaborate with your team on computer vision projects- understand and search unstructured image data- use active learning to improve your dataset over time21222324252627282930313233




4000 images2 models
* Auto-orientation of pixel data (with EXIF-orientation stripping)* Resize to 640x640 (Stretch)* annotate, and create datasets* collaborate with your team on computer vision projects* collect & organize images* export, train, and deploy computer vision models* understand and search unstructured image data* use active learning to improve your dataset over time192021222324252627282930