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The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT)...
Created
2019-02-02
2,564 commits to main branch, last one 3 days ago
Google Brain AutoML
Created
2020-03-12
716 commits to master branch, last one 7 months ago
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
Created
2020-10-19
361 commits to main branch, last one 10 months ago
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
Created
2020-04-06
199 commits to master branch, last one 3 years ago
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Created
2018-06-05
206 commits to master branch, last one 3 months ago
Implementation of EfficientNet model. Keras and TensorFlow Keras.
Created
2019-05-30
66 commits to master branch, last one 3 years ago
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
Created
2020-03-26
185 commits to master branch, last one 2 months ago
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
Created
2019-05-11
109 commits to master branch, last one 5 months ago
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
Created
2019-11-30
143 commits to master branch, last one 4 years ago
Bumble's Private Detector - a pretrained model for detecting lewd images
Created
2022-10-01
17 commits to main branch, last one about a year ago
High level network definitions with pre-trained weights in TensorFlow
Created
2017-09-19
284 commits to master branch, last one 3 years ago
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.
Created
2020-08-25
25 commits to master branch, last one 2 years ago
(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH
Created
2019-12-04
29 commits to master branch, last one about a year ago
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
Created
2019-09-11
94 commits to master branch, last one 2 years ago
A list of popular deep learning models related to classification, segmentation and detection problems
Created
2018-12-05
73 commits to master branch, last one 3 years ago
face recognition training project(pytorch)
Created
2020-04-15
164 commits to master branch, last one 3 years ago
PyTorch implementation of EfficientNetV2 family
Created
2021-04-02
13 commits to main branch, last one 3 years ago
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
Created
2020-07-22
39 commits to master branch, last one 4 years ago
yolov3 with mobilenetv2 and efficientnet
Created
2019-03-09
219 commits to master branch, last one 4 years ago
🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕
Created
2021-06-24
426 commits to master branch, last one 6 months ago
tensorflowJS implementation of EfficientNet 🚀
Created
2020-12-26
379 commits to main branch, last one about a year ago
Image classification: efficientnet/resnest/seresnext/.....
Created
2018-04-11
129 commits to master branch, last one 9 months ago
Insightface Keras implementation
Created
2019-12-21
347 commits to master branch, last one 6 months ago
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Code for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" presented at ICIAP 2021.
Created
2021-07-28
21 commits to main branch, last one about a year ago
detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn
Created
2020-04-30
18 commits to master branch, last one about a year ago
Pytorch implementation for "A Novel Plug-in Module for Fine-Grained Visual Classification". fine-grained visual classification task.
Created
2022-02-09
18 commits to master branch, last one 2 years ago
CNN image classifier implemented in Keras Notebook 🖼️.
Created
2018-11-07
34 commits to master branch, last one 4 years ago
A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder
Created
2019-06-12
21 commits to master branch, last one 4 years ago
Using efficientnet to provide embeddings for retrieval
Created
2020-06-05
48 commits to master branch, last one about a year ago
PyTorch implementation for 3D CNN models for medical image data (1 channel gray scale images).
Created
2022-04-11
6 commits to master branch, last one 2 years ago