Keras_efficientnet_ssd
A pure Tensorflow+Keras TPU trainable implementation of SSD (Single Shot MultiBox Detector) using different backbones of EfficientNet which can be replaced with any ImageNet backbone. Tested on the PASCAL_VOC dataset. Implemented several low level data preprocessing and augmentations in pure tf functions for faster computation.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Bidet | 134 | 3 years ago | mit | Python | ||||||
| This is the official pytorch implementation for paper: BiDet: An Efficient Binarized Object Detector, which is accepted by CVPR2020. | ||||||||||
| Ssd_efficientnet | 57 | 5 years ago | 11 | Python | ||||||
| SSD using TensorFlow object detection API with EfficientNet backbone | ||||||||||
| Efficientdet.pytorch | 50 | 4 years ago | 3 | mit | Jupyter Notebook | |||||
| :neckbeard:Unofficial implementation of EfficientDet | ||||||||||
| Ssd Pruning And Quantization | 16 | 3 years ago | 1 | mit | Python | |||||
| Pruning and quantization for SSD. Model compression. | ||||||||||
| Ufod | 8 | a year ago | 19 | mit | Python | |||||
| Ffbnet | 8 | 5 years ago | 3 | mit | Python | |||||
| FFBNET : LIGHTWEIGHT BACKBONE FOR OBJECT DETECTION BASED FEATURE FUSION BLOCK | ||||||||||
| Single_shot_detection | 6 | 5 years ago | Python | |||||||
| Single shot object detection in PyTorch | ||||||||||
| Tf Ssd | 6 | 4 years ago | apache-2.0 | Python | ||||||
| Tensorflow 2 single shot multibox detector (SSD) implementation from scratch with MobileNetV2 and VGG16 backbones | ||||||||||
| Keras_efficientnet_ssd | 6 | 3 years ago | 1 | mit | Python | |||||
| A pure Tensorflow+Keras TPU trainable implementation of SSD (Single Shot MultiBox Detector) using different backbones of EfficientNet which can be replaced with any ImageNet backbone. Tested on the PASCAL_VOC dataset. Implemented several low level data preprocessing and augmentations in pure tf functions for faster computation. | ||||||||||
| Detection Experiments | 5 | 3 years ago | apache-2.0 | Python | ||||||
| Playground of various object detection models implemented in PyTorch | ||||||||||
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Python
Tensorflow
Keras
Pascal
Backbone
Ssd