pretrained-weights

There are 3 repositories under pretrained-weights topic.

rwightman / pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
augmix cnn-classification distributed-training dual-path-networks efficientnet efficientnet-training imagenet-classifier mixnet mnasnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models
Language:Python 18707
qubvel / segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
segmentation image-processing neural-networks pspnet linknet unet unet-pytorch pytorch fpn models imagenet pretrained-models semantic-segmentation image-segmentation segmentation-models pretrained-backbones unetplusplus deeplabv3 deeplab-v3-plus pretrained-weights
Language:Python 5517
qubvel / classification_models
Classification models trained on ImageNet. Keras.
resnet pretrained-models pretrained-weights keras imagenet imagenet-classifier classification-model resnext senet squeeze-and-excitation inceptionv3 inception-resnet-v2 densenet mobilenet nasnet xception vgg
Language:Python 1106
alvinwan / neural-backed-decision-trees
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
decision-trees neural-networks image-classification explainability tiny-imagenet cifar10 cifar100 interpretability imagenet neural-backed-decision-trees pretrained-weights pretrained-models pytorch
Language:Python 537
pythonlessons / TensorFlow-2.x-YOLOv3
YOLOv3 implementation in TensorFlow 2.3.1
darknet detection pretrained-weights tensorflow2 tensorrt tracking yolo yolov3 yolov4 yolov4-training
Language:Jupyter Notebook 485
CVLAB-Unibo / Real-time-self-adaptive-deep-stereo
Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)
tensorflow stereo-vision domain-adaptation online-adaptation dispnet madnet unsupervised-machine-learning cvpr2019 cvpr2019-oral deep-stereo-network pretrained-weights
Language:Python 380
huyvnphan / PyTorch_CIFAR10
Pretrained TorchVision models on CIFAR10 dataset (with weights)
torchvision computer-vision deeplearning cifar10 pretrained-models pretrained-weights pytorch
Language:Python 376
Deci-AI / super-gradients
Easily train or fine-tune SOTA computer vision models with one open source training library
computer-vision deep-learning image-classification imagenet neural-network object-detection pretrained-models pretrained-weights pytorch semantic-segmentation transfer-learning
Language:Jupyter Notebook 341
dvlab-research / Entity
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
image-segmentation segmentation pytorch instance-segmentation panoptic-segmentation semantic-segmentation object-detection fcos condinst detectron2 pretrained-weights pretrained-models computer-vision deep-learning cnn pretraining
Language:Python 312
AllentDan / LibtorchSegmentation
A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.
semantic-segmentation fpn pytorch-cpp libtorch resnet resnext unet deeplabv3 deeplabv3plus cpp pytorch-cpp-frontend models neural-network imagenet pretrained-weights pytorch image-segmentation pretrained-backbones libtorch-segment pspnet
Language:C++ 248
jfhealthcare / Chexpert
Top 1 solution of Chexpert
chexpert pretrained-weights pytorch-implementation
Language:Python 190
donydchen / ganimation_replicate
An Out-of-the-Box Replication of GANimation using PyTorch, pretrained weights are available!
action-units gan ganimation ganimation-pytorch out-of-the-box pretrained-checkpoints pretrained-models pretrained-weights pytorch replicate
Language:Python 147
ndrplz / dilation-tensorflow
A native Tensorflow implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions (2016). Optionally uses the pretrained weights by the authors.
deep-learning dilation-tensorflow pretrained-weights segmentation semantic-segmentation tensorflow
Language:Python 135
GalacticExchange / pretrained
Pretrained is the most complete and frequently updated list of pretrained top-performing models. Tensorflow, Theano and others. Want to add your model? File an issue, and we will add it.
deep-learning pretrained-models pretrained-weights
129
chuanenlin / drone-net
https://towardsdatascience.com/tutorial-build-an-object-detection-system-using-yolo-9a930513643a
object-detection yolov3 darknet pretrained-weights drones dataset
Language:Python 127
yang-ruixin / PyTorch-Image-Models-Multi-Label-Classification
Multi-label classification based on timm.
densenet efficientnet gradient-centralization hrnet imagenet-classifier mixnet mnasnet mobilenetv3 multi-label multi-label-classification multi-task multi-task-learning pretrained-models pretrained-weights pytorch regnet resnet timm transfer-learning vision-transformer-models
Language:Jupyter Notebook 53
Richarizardd / Self-Supervised-ViT-Path
Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)
computational-pathology deep-learning histopathology neurips pretrained-weights pytorch self-supervised-learning transfer-learning unsupervised-learning vision-transformer weakly-supervised-learning
Language:Jupyter Notebook 43
ASR
vietai / ASR
End-to-End Vietnamese Speech Recognition using wav2vec 2.0
asr asr-model wav2vec2 ctc-loss pretrained-weights end-to-end-speech-recognition
43
AllentDan / LibtorchDetection
C++ trainable detection library based on libtorch (or pytorch c++). Yolov4 tiny provided now.
pytorch pytorch-cpp cpp libtorch detection-model yolov4 yolov4-tiny pretrained-weights pretrained detection yolo
Language:C++ 42
OanaIgnat / I3D_Keras
I3D implemetation in Keras + video preprocessing + visualization of results
keras i3d pretrained-weights i3d-inception-architecture flow kinetics-datasets video-data preprocessing action-recognition deep-learning computer-vision
Language:Python 41
ShowLo / MobileNetV3
An implementation of MobileNetV3 with pyTorch
mobilenetv3 cifar-10 cifar-100 cosinewarm ema mobilenets mobilenet-v3 pytorch cnn classification lightweight-cnn cos-lr-decay warmup no-bias-decay mixup svhn tiny-imagenet label-smoothing zero-gamma pretrained-weights
Language:Python 31
avoroshilov / tf-squeezenet
TensorFlow version of SqueezeNet with converted pretrained weights
neural-network tensorflow squeezenet pretrained-weights tf-squeezenet adversarial-example
Language:Python 27
hoangthang1607 / nfnets-Tensorflow-2
Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".
tensorflow2 keras pretrained-weights deepmind image-classification nfnets sgd-adc weight-standardization
Language:Jupyter Notebook 27
linksense / EfficientNet.PyTorch
Concise, Modular, Human-friendly PyTorch implementation of EfficientNet with Pre-trained Weights.
efficient-inference efficient-model efficientnet efficientnet-pretrained efficientnet-pytorch efficientseg imagenet pretrained-weights pytorch
Language:Python 27
shubham-shahh / Open-Source-Models
Address book for computer vision models.
opencv open-source deep-neural-networks tensorflow tensorflow2 keras pytorch detector yolov3 yolov4 yolov4-tiny pretrained-models pretrained-weights object-detection transfer-learning
22
CellEight / Pytorch-Adaptive-Instance-Normalization
A Pytorch implementation of the 2017 Huang et. al. paper "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization"
deep-learning style-transfer neural-networks computer-vision machine-learning deep-learning-papers pretrained-weights pytorch paper huang datasets
Language:Python 19
Lornatang / YOLOv3-PyTorch
Pytorch implements yolov3.Good performance, easy to use, fast speed.
yolov3 darknet-conversion yolov3-pytorch image-augmentation custom-dataset inference detection pretrained-weights simple easy-to-use
Language:Python 15
yang-ruixin / pytorch-image-models-with-simclr
Multi-label classification based on timm, and add SimCLR to timm.
efficientnet gradient-centralization imagenet-classifier mixnet mobilenetv3 multi-label multi-label-classification multi-task multi-task-learning pretrained-models pretrained-weights pytorch self-supervised self-supervised-learning semi-supervised semi-supervised-learning simclr timm transfer-learning vision-transformer-models
Language:Jupyter Notebook 13
syt2 / CNN
pytorch implementation of several CNNs for image classification
cnn image-classification resnet resnext imagenet cifar pytorch sknet pretrained-weights train-from-scratch cbam senet
Language:Python 12
tienduccao / spacy-pretrain-polyaxon
Experiment with pre-training spaCy
text-classification pretrained-weights spacy
Language:Python 7
Kexiii / Pretrained-Efficient-DenseNet
Pretrained Efficient DenseNet Model
pytorch pretrained-weights pretrained-models densenet-pytorch densenet
Language:Python 6
Prajwal10031999 / Cataract-Detection-using-VGG-19
A deep learning model built to detect cataract in human eyes using the VGG-19 pretrained weights
cataract-detection vgg19 keras-tensorflow deep-learning retinal-fundus-images retina-image-analysis convolutional-neural-networks keras-classification-models pretrained-weights transfer-learning
Language:Jupyter Notebook 5
rashidch / Elevator-Passenger-Counting-using-Yolov3
Uisng Deep Sort + Yolov3 model Pretrained on COCO dataset for passenger detection and counting
counting person pretrained-weights tensorflow tensorflow-tutorials yolov3
Language:Python 5
MohamedSebaie / Fight_Detection_From_Surveillance_Cameras-PyTorch_Project
Fight Detection From Surveillance Cameras by fine-tuning a PyTorch Pretrained Model
3dcnn cctv-cameras cctv-detection computer-vision fight-detection finetuning pretrained-models pretrained-weights pytorch pytorch-cnn pytorch-implmention resnet-18 streaming surveillance transfer-learning
Language:Jupyter Notebook 4
abhuse / pytorch-efficientnet
Pytorch EfficientNetV2 EfficientNetV1 with pretrained weights
pytorch-implementation efficientnet convolutional-neural-networks efficientnetv2 deep-learning image-classification pytorch pretrained-models pretrained-weights neural-network
Language:Jupyter Notebook 3
nyakasko / ObjectAndKeypointDetection
In this assignment I have to build a Mask R-CNN based keypoint detector model using Detectron2. Detectron2 was written in PyTorch and contains many state-of-the-art obejct detection models with pretrained weights.
keras-tensorflow detectron2 pretrained-weights keypoint-detection rcnn-model coco-dataset-format
Language:Jupyter Notebook 2

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