https://github.com/anuraganalog/object-detection
Starting with object detection
https://github.com/anuraganalog/object-detection
api coco detection object tensorflow
Last synced: 2 months ago
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Starting with object detection
- Host: GitHub
- URL: https://github.com/anuraganalog/object-detection
- Owner: AnuragAnalog
- License: apache-2.0
- Created: 2021-05-13T03:17:55.000Z (about 5 years ago)
- Default Branch: main
- Last Pushed: 2021-05-14T04:23:28.000Z (about 5 years ago)
- Last Synced: 2025-01-19T10:09:45.708Z (over 1 year ago)
- Topics: api, coco, detection, object, tensorflow
- Language: Jupyter Notebook
- Homepage:
- Size: 134 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Object Detection
> If you run this notebook in colab, it will throw an error.
Building a object detection using a pre-trained model weights.
## Files Used
### MobileNet SSD V1
[MobileNet SSD v1 weights](http://download.tensorflow.org/models/object_detection/ssd_mobilenet_v1_coco_2017_11_17.tar.gz)
[MobileNet SSD v1 config](https://raw.githubusercontent.com/opencv/opencv_extra/master/testdata/dnn/ssd_mobilenet_v1_coco_2017_11_17.pbtxt)
### MobileNet SSD V1 PPN
[MobileNet SSD v1 PPN weights](http://download.tensorflow.org/models/object_detection/ssd_mobilenet_v1_ppn_shared_box_predictor_300x300_coco14_sync_2018_07_03.tar.gz)
[MobileNet SSD v1 PPN config](https://raw.githubusercontent.com/opencv/opencv_extra/master/testdata/dnn/ssd_mobilenet_v1_ppn_coco.pbtxt)
### MobileNet SSD V2
[MobileNet SSD v2 weights](http://download.tensorflow.org/models/object_detection/ssd_mobilenet_v2_coco_2018_03_29.tar.gz)
[MobileNet SSD v2 config](https://raw.githubusercontent.com/opencv/opencv_extra/master/testdata/dnn/ssd_mobilenet_v2_coco_2018_03_29.pbtxt)
### Inception SSD V2
[Inception SSD v2 weights](http://download.tensorflow.org/models/object_detection/ssd_inception_v2_coco_2017_11_17.tar.gz)
[Inception SSD v2 config](https://raw.githubusercontent.com/opencv/opencv_extra/master/testdata/dnn/ssd_inception_v2_coco_2017_11_17.pbtxt)
### MobileNet SSD V3
[MobileNet SSD v3 weights](http://download.tensorflow.org/models/object_detection/ssd_mobilenet_v3_large_coco_2020_01_14.tar.gz)
[MobileNet SSD v3 config](https://gist.githubusercontent.com/dkurt/54a8e8b51beb3bd3f770b79e56927bd7/raw/2a20064a9d33b893dd95d2567da126d0ecd03e85/ssd_mobilenet_v3_large_coco_2020_01_14.pbtxt)
### Faster RCNN Inception V2
[Faster RCNN Inception v2 weights](http://download.tensorflow.org/models/object_detection/faster_rcnn_inception_v2_coco_2018_01_28.tar.gz)
[Faster RCNN Inception v2 config](https://raw.githubusercontent.com/opencv/opencv_extra/master/testdata/dnn/faster_rcnn_inception_v2_coco_2018_01_28.pbtxt)
### Faster RCNN Resnet 50
[Faster RCNN Resnet 50 weights](http://download.tensorflow.org/models/object_detection/faster_rcnn_resnet50_coco_2018_01_28.tar.gz)
[Faster RCNN Resnet 50 config](https://raw.githubusercontent.com/opencv/opencv_extra/master/testdata/dnn/faster_rcnn_resnet50_coco_2018_01_28.pbtxt)
### Mask RCNN Inception V2
[Mask RCNN Inception v2 weights](http://download.tensorflow.org/models/object_detection/mask_rcnn_inception_v2_coco_2018_01_28.tar.gz)
[Mask RCNN Inception v2 config](https://raw.githubusercontent.com/opencv/opencv_extra/master/testdata/dnn/mask_rcnn_inception_v2_coco_2018_01_28.pbtxt)
### EfficientDet-D0
[EfficientDet-D0 weights](https://www.dropbox.com/s/9mqp99fd2tpuqn6/efficientdet-d0.pb?dl=1)
[EfficientDet-D0 config](https://raw.githubusercontent.com/opencv/opencv_extra/master/testdata/dnn/efficientdet-d0.pbtxt)
## Test Image
