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Related Objects of Interest: satellite , encroachment , garbage bins , garbage-overflow , space debris , graffiti , person , object , abondoned_house , aligator_cracks
Top Debris Datasets and Models
The datasets below can be used to train fine-tuned models for debris 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 debris datasets below.
![](https://source.roboflow.com/6gD4AaJrgrTxDm8R8SXE/9lsZlFXvsYWZ6XmEYHGd/thumb.jpg)
![](https://source.roboflow.com/6gD4AaJrgrTxDm8R8SXE/9lsZlFXvsYWZ6XmEYHGd/annotation-pollutants.png)
![](https://source.roboflow.com/5dD76Pjy0jeMbtNJwPJzgbg6ydW2/5aJb75vH3tZz14eoU6Ry/thumb.jpg)
![](https://source.roboflow.com/5dD76Pjy0jeMbtNJwPJzgbg6ydW2/5aJb75vH3tZz14eoU6Ry/annotation-Cells.png)
![](https://source.roboflow.com/AkGAQuEOa1gZ0Jo8b4GGTvUytig1/tkiBUaQNi9GyveyU36FT/thumb.jpg)
![](https://source.roboflow.com/AkGAQuEOa1gZ0Jo8b4GGTvUytig1/tkiBUaQNi9GyveyU36FT/annotation-deb-adn-sata.png)
![](https://source.roboflow.com/AXOZF751e1ejKqLyp2pLxVXSlwC3/vKSNbxRmA8itSX5qJbNo/thumb.jpg)
![](https://source.roboflow.com/AXOZF751e1ejKqLyp2pLxVXSlwC3/vKSNbxRmA8itSX5qJbNo/annotation-Roadblocks.png)
414 images1 model
15m2m5m7mBroken footpathConstruction debrisDark zoneEncroachmentEncroachment by parkingEncroachment by plantersEncroachment by vendor or shop spilloverFootpath QualityGarbage vulnerable pointJunction boxesLevel differenceLineLitter on street (Commercial)Litter on street -Commercial-Low hanging wiresNo footpath
![](https://source.roboflow.com/Lmpq4ju7KONFClnfEXMy44UAKHO2/Jk6McnJEhxXPuuDC6ZPP/thumb.jpg)
![](https://source.roboflow.com/Lmpq4ju7KONFClnfEXMy44UAKHO2/Jk6McnJEhxXPuuDC6ZPP/annotation-space-debris.png)
![](https://source.roboflow.com/3gH8Nd0h6wXJMgWaEu49p0QHhez2/8zb67Y3faYzCaCp3hdVq/thumb.jpg)
![](https://source.roboflow.com/3gH8Nd0h6wXJMgWaEu49p0QHhez2/8zb67Y3faYzCaCp3hdVq/annotation-distortions.png)
5875 images
![](https://source.roboflow.com/gf93zu2R16QPCxCXufe3UED34oJ3/tRPkFuXbLT28Bsww9CFV/thumb.jpg)
![](https://source.roboflow.com/gf93zu2R16QPCxCXufe3UED34oJ3/tRPkFuXbLT28Bsww9CFV/annotation-distortions-pu2S.png)
5888 images
![](https://source.roboflow.com/bjxEhcYqKRYH3ZDV5BM1J3sGMpD2/p7Hei4MTiPSXb8lcYcKS/thumb.jpg)
![](https://source.roboflow.com/bjxEhcYqKRYH3ZDV5BM1J3sGMpD2/p7Hei4MTiPSXb8lcYcKS/annotation-as.png)
41773 images
complementary--accident-area--g3complementary--both-directions--g1complementary--buses--g1complementary--chevron-left--g1complementary--chevron-left--g2complementary--chevron-left--g3complementary--chevron-left--g4complementary--chevron-left--g5complementary--chevron-right--g1complementary--chevron-right--g3complementary--chevron-right--g4complementary--chevron-right--g5complementary--chevron-right-unsure--g6complementary--distance--g1complementary--distance--g2complementary--distance--g3complementary--except-bicycles--g1complementary--extent-of-prohibition-area-both-direction--g1complementary--go-left--g1complementary--go-right--g1
![](https://source.roboflow.com/fos9vlxOXnM4GPVP80nDad5hzBl1/lHx7i3SDeatpumPTHsu5/thumb.jpg)
![](https://source.roboflow.com/fos9vlxOXnM4GPVP80nDad5hzBl1/lHx7i3SDeatpumPTHsu5/annotation-road-signs-bzvS.png)
57 images
141142143144Advisory Speed 55 km-hAll Traffic Must Turn LeftAll Traffic Must Turn RightAlternative Railway Crossing Position in an Area That Can Be Easily SeemAnimal Crossing AheadApproach to IntersectionApproach to Intersection Merging Traffic -Left-Approach to Intersection Merging Traffic -Right-Approach to Intersection Side Road -Left-Approach to Intersection Side Road -Right-Be Aware and Stop for Children Crossing AheadBe Aware and Stop for Person with Disabilities AheadBe Aware of Pedestrian CrossingBe Aware of Person with Disabilities -PWD- CrossingBe Aware of School Children CrossingBike Lane
![](https://source.roboflow.com/3gH8Nd0h6wXJMgWaEu49p0QHhez2/FavPbA1XuHmAWY9SvKKs/thumb.jpg)
![](https://source.roboflow.com/3gH8Nd0h6wXJMgWaEu49p0QHhez2/FavPbA1XuHmAWY9SvKKs/annotation-distortions-mW7O.png)
6152 images