YOLOv7

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YOLOv7

Object Detection

Roboflow Universe YOLOv7 YOLOv7
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YOLOv7 Computer Vision Project

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Here are a few use cases for this project:

  1. Poultry Farm Monitoring: Use YOLOv7 to automatically monitor and identify unhealthy or stressed birds within a poultry farm to ensure their well-being and overall farm productivity.

  2. Poultry Disease Management: Detect specific diseases like Diseased Eye, Pendulous Crop, or Slipped Tendon in chickens, enabling farm managers to provide timely treatments and reduce the risk of disease spread within the facility.

  3. Growth Tracking and Optimization: Track the weight of the birds (given in gm) in a poultry farm to optimize their growth and improve the planning of feeding regimes, informing future breeding and selection practices.

  4. Automated Poultry Sorting: Use the YOLOv7 model to automatically segregate broilers, hens, and chickens of varying sizes and ages into different groups, streamlining the workflow within the poultry farm.

  5. Poultry Industry Research: Analyze collected data from the model on various AI classes to inform research on poultry breeding programs, disease control methods, and stress reduction among poultry populations.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            yolov7-y40an_dataset,
                            title = { YOLOv7 Dataset },
                            type = { Open Source Dataset },
                            author = { YOLOv7 },
                            howpublished = { \url{ https://universe.roboflow.com/yolov7-dvav5/yolov7-y40an } },
                            url = { https://universe.roboflow.com/yolov7-dvav5/yolov7-y40an },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jan },
                            note = { visited on 2024-04-27 },
                            }

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Source

YOLOv7

Last Updated

a year ago

Project Type

Object Detection

Subject

AI

Views: 1439

Views in previous 30 days: 140

Downloads: 51

Downloads in previous 30 days: 10

License

CC BY 4.0

Classes

1009 gm 1049 gm 1049 gm (s) 1078 gm 1139 gm 1150 gm 1150 gm (s) 116 gm 120 gm 120 gm (s) 1216 gm 1216 gm (s) 1238 gm 1243 gm 1243 gm (s) 1244 gm 1244 gm (s) 1246 gm 1246 gm (s) 1249 gm 1249 gm (s) 1284 gm 1284 gm (s) 1288 1288 gm 1288 gm (s) 1306 gm 1306 gm (s) 134 gm 134 gm (s) 1340 gm 1340 gm (s) 139 139 gm 139 gm uns 1454 gm 1454 gm (s) 1465 gm 1465 gm (s) 1480 gm 1480 gm (s) 1484 gm 1484 gm (s) 1493 gm 1493 gm (s) 1520 gm 153 gm 153 gm (s) 1532 1532 gm 1538 gm 1552 gm 1552 gm (s) 1555 gm 1555 gm (s) 1569 gm 157 gm 157 gm (s) 1583 gm 1583 gm (s) 1599 gm 1599 gm (s) 160 gm 160 gm (s) 161 gm 161 gm (s) 162 gm 162 gm (s) 1627 gm 163 gm 163 gm (s) 165 gm 165 gm (s) 1673 gm 1673 gm (s) 1709 gm 1709 gm (s) 1779 gm 1779 gm (s) 185 gm 185 gm (s) 186 gm 186 gm (s) 190 gm 191 gm 191 gm (s) 192 gm 192 gm (s) 195 gm 195 gm (s) 197 gm 197 gm (s) 198 gm 198 gm (s) 1986 gm 1986 gm (s) 200 gm 201 gm 201 gm (s) 206 gm 206 gm (s) 207 gm 207 gm (s) 209 gm 209 gm (s) 2093 gm 2093 gm (s) 2093 gm(s) 210 gm 210 gm (s) 211 gm 211 gm (s) 212 gm 214 gm 214 gm (s) 216 gm 216 gm (s) 217 gm 217 gm (s) 219 gm 219 gm (s) 221 gm 221 gm (s) 223 gm 223 gm (s) 225 gm (s) 227 gm 227 gm (s) 229 gm 229 gm (s) 233 gm 233 gm (s) 236 gm 236 gm (s) 243 gm 243 gm (s) 245 gm 245 gm (s) 271 gm (s) 282 gm 282 gm (S) 292 gm 292 gm (s) 301 gm 301 gm (s) 304 gm 323 gm 329 gm 329 gm (s) 335 gm (s) 336 gm (s) 344 gm (s) 373 gm 373 gm (s) 381 gm 381 gm (s) 386 386 gm 386 gm (s) 389 gm (s) 391 gm 391 gm (s) 392 gm 392 gm (s) 393 gm 393 gm (s) 396 gm 398 gm 398 gm (s) 399 gm 401 gm 403 gm 403 gm (s) 405 gm 407 gm 408 gm 408 gm (s) 413 gm 420 gm 420 gm (s) 422 gm 422 gm (s) 434 gm (s) 438 gm (s) 440 gm 440 gm (s) 450 gm 450 gm (s) 454 gm 454 gm (s) 461 gm 461 gm (s) 488 gm 488 gm (s) 497 gm 506 gm 506 gm (s) 509 gm 509 gm (s) 518 gm 522 gm (s) 534 gm 534 gm (s) 536 gm (s) 541 gm (s) 546 gm 546 gm (s) 547 gm 560 gm 562 gm 562 gm (s) 569 gm 569 gm (s) 580 gm (s) 592 gm 592 gm (s) 598 gm 598 gm (s) 601 gm (s) 611 gm 611 gm (s) 620 gm 620 gm (s) 633 gm (s) 638 gm 638 gm (s) 649 gm 650 gm 650 gm (s) 668 gm 668 gm (s) 679 gm 679 gm (s) 696 gm 696 gm (s) 719 gm 719 gm (s) 737 gm 747 gm 747 gm (s) 749 gm 757 gm 801 gm 801 gm (s) Broiler Broiler (s) Broiler(s) Diseased Eye Diseased Eye (s) Pendulous Crop Pendulous Crop (s) Sick Broiler Sick Broiler (s) Slipped Tendon Slipped Tendon (s) Stressed (beaks open) Stressed (beaks open) (s) Thermal camra chicken seg hen
Object Detection Model

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