TFDetection is an detection toolbox based on Tensorflow2. TFDetection supports to you easily apply detection to your analysis services.
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Object Detection
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Anomaly Detection
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Backbone
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Neck
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- Faster R-CNN(2015)
- Mask R-CNN(2017)
- RetinaNet(2017)
- YoloV3(2018)
- YoloV3 Tiny(2018)
- Cascade R-CNN(2018)
- FCOS(2019)
- Hybrid Task Cascade R-CNN(2019)
- EfficientDet(2019)
- YoloV4(2020)
- YoloV4 Tiny(2020)
- EfficientDet Lite(2020)
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- SPADE(2020)
- PaDiM(2020)
- PatchCore(2021)
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- VGGNet(2015)
- ResNet(2016)
- Wide ResNet(2016)
- DenseNet(2016)
- ResNeXt(2016)
- MobileNet(2017)
- MobileNetV2(2018)
- DarkNet(2018)
- MobileNetV3(2019)
- EfficientNet(2019)
- ResNeSt(2020)
- CSP DarkNet(2020)
- SwinTransformer(2021)
- EfficientNetV2(2021)
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- FPN(2017)
- PANet(2018)
- BiFPN(2019)
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- Python 3
- tensorflow 2.4▲ (If you installed tensorflow 2.8▲, more backbone is available.)
- keras