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Sep 5, 2020 - Python
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image-classification
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PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
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Jul 13, 2020 - Jupyter Notebook
Best Practices, code samples, and documentation for Computer Vision.
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Aug 31, 2020 - Jupyter Notebook
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
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bot
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Aug 26, 2020 - C#
cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理
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Aug 13, 2020
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
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Apr 29, 2019 - Python
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
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Aug 17, 2020
d-li14
commented
Sep 24, 2018
Hi, thanks for the great code!
I wonder do you have plans to support resuming from checkpoints for classification? As we all know, in terms of training ImageNet, the training process is really long and it can be interrupted somehow, but I haven't notice any code related to "resume" in scripts/classification/train_imagenet.py.
Maybe @hetong007 ? Thanks in advance.
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MadsDyrmann
commented
Feb 6, 2020
Thank you for the great effort, you are putting into this project :) There is, however, a feature I miss; rotated bounding boxes. Especially when objects are thin and diagonal, an ordinary bounding box fits poorly. Examples of such cases are shown here: rotated bounding boxes
A way annotation could be
Label Studio is a multi-type data labeling and annotation tool with standardized output format
computer-vision
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image-annotation
annotation
annotations
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imagenet
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labeling
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Sep 4, 2020 - JavaScript
Differentiable architecture search for convolutional and recurrent networks
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Dec 3, 2019 - Python
AutoGluon: AutoML Toolkit for Deep Learning
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lightgbm
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Sep 6, 2020 - Python
A library for transfer learning by reusing parts of TensorFlow models.
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Sep 5, 2020 - Python
Ditwoo
commented
Jun 19, 2020
🐛 Bug Report
If you try to run experiment in system/docker container where missing git (in system) your code will crush at this line:
https://github.com/catalyst-team/catalyst/blob/master/catalyst/utils/pipelines.py#L4
with message like this:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/site-packages/git/__init__.py", line 83, in <module>
refresh()
Deep Learning API and Server in C++11 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
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detectron
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Sep 4, 2020 - C++
Nudity detection with JavaScript and HTMLCanvas
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Jun 26, 2017 - JavaScript
Sandbox for training convolutional networks for computer vision
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Jul 23, 2020 - Python
Labelbox is the fastest way to annotate data to build and ship computer vision applications.
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Sep 2, 2020 - JavaScript
Implementation of EfficientNet model. Keras and TensorFlow Keras.
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Aug 24, 2020 - Python
A curated list of deep learning image classification papers and codes
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Jan 9, 2020
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)
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Aug 8, 2020 - Python
Open
Yolov3 slow?
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yuntai
commented
Jul 12, 2019
with video_demo.py about 20% speed compared to your 1.0 repo. but thanks much for sharing!
Official Implementation of 'Fast AutoAugment' in PyTorch.
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Apr 11, 2020 - Python
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
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Jun 19, 2020 - Python
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
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Nov 26, 2019 - Python
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
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Apr 21, 2020 - Python
Official Repsoitory for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
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Sep 5, 2020 - Jupyter Notebook
PyTorch extensions for fast R&D prototyping and Kaggle farming
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Sep 3, 2020 - Python
Implementation of Quickdraw - an online game developed by Google
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Feb 5, 2019 - Python
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Add Seam Carving transform for images, masks, bounding boxes, landmarks:
https://www.pyimagesearch.com/2017/01/23/seam-carving-with-opencv-python-and-scikit-image/
https://github.com/andrewdcampbell/seam-carving