awesome-computer-vision-resources
A curated list of awesome CV/ML resources for easy study and reference
https://github.com/tzxiang/awesome-computer-vision-resources
Last synced: 11 days ago
JSON representation
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Tutorials
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Computer Vision
- Blog
- Blog
- [Slides
- 3D Deep Learning and Applications in Autonomous Driving
- [Page
- [Slides
- Blog
- Blog
- Blog
- Blog
- Blog
- [Slides
- 3D Deep Learning and Applications in Autonomous Driving
- [Page
- [Slides
- Blog
- Blog
- Blog
- Blog
- Blog
- [Slides
- 3D Deep Learning and Applications in Autonomous Driving
- [Page
- [Slides
- Blog
- Blog
- Blog
- Blog
- Blog
- [Slides
- 3D Deep Learning and Applications in Autonomous Driving
- [Page
- [Slides
- Blog
- Blog
- Blog
- Blog
- Blog
- [Page
- [Slides
- 3D Deep Learning and Applications in Autonomous Driving
- [Page
- [Slides
- Blog
- Blog
- Blog
- Blog
- Blog
- [Slides
- 3D Deep Learning and Applications in Autonomous Driving
- [Page
- [Slides
- Blog
- Blog
- Blog
- Blog
- Blog
- [Slides
- 3D Deep Learning and Applications in Autonomous Driving
- [Page
- [Slides
- Blog
- Blog
- Blog
- Blog
- Blog
- [Slides
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Machine Learning
- [Page
- [Page
- [Homepage
- [Page
- [Page
- [Page
- Some basic concept - magical-bayesian-method/) [Receptive field](https://mp.weixin.qq.com/s/NdqZk3yWVLtszGYaEAphEA)
- 线性回归
- Blog
- [Slides
- [Page
- [Homepage - Chinese]](https://mp.weixin.qq.com/s/VtGpQdB-swz0EhqfQQxrpA)
- [Page
- [Page
- [Page
- 一张图了解深度学习的前世今生
- 构建深度神经网络,我有20条「不成熟」的小建议
- 深度学习调参有哪些技巧?
- cnn结构设计技巧-兼顾速度精度与工程实现
- [Page
- [Homepage
- [Page
- [Page
- [Page
- [Page
- [Page
- [Slides
- [Page
- [Page
- [Note1 - networks/2016/11/24/convolutional-autoencoders/) [[Note3]](https://pgaleone.eu/neural-networks/deep-learning/2016/12/13/convolutional-autoencoders-in-tensorflow/)
- [Page
- [Page - related]](https://github.com/j2kun/neural-networks)
- [Homepage
- [Page
- [Page
- [PDF - tutorial) [[勘误]](https://htmlpreview.github.io/?https://github.com/jindongwang/transferlearning-tutorial/blob/master/web/transfer_tutorial.html)
- [Page - version]](https://zhuanlan.zhihu.com/p/27657264)
- [Page
- [Page
- [Page
- [Page
- [Homepage
- [Page
- [Page
- 线性回归
- [Homepage
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- [Page
- [Homepage
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- [Page
- [Homepage
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- [Homepage
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- [Homepage
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- [Homepage
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- [Page
- [Homepage
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- [Homepage
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- [Slides
- [Homepage
- [Page
- [Page
- [Homepage
- [Page
- [Page
- [Homepage
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- [Page
- [Homepage
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- [Homepage
- [Page
- [Homepage
- [Page
- [Homepage
- [Page
- [Homepage - Version]](https://github.com/MLEveryday/100-Days-Of-ML-Code). 100 Days of Machine Learning Coding as proposed by Siraj Raval.
- [github
- [Page
- [Page
- Some basic concept - magical-bayesian-method/) [Receptive field](https://mp.weixin.qq.com/s/NdqZk3yWVLtszGYaEAphEA)
- 线性回归
- DeepLearning-500-questions
- 理解CNN、CNN可视化 CNN-Visualization
- [Page
- [github
- [Page
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Programming Languages
Sub Categories
Tools Guidance
293
Machine Learning
278
Computer Vision
148
Libraries
120
Research Tools
49
PyTorch
42
MatheMatics
27
Label tools
15
3D Dataset
14
Object Tracking Dataset
9
Aerial Action/Event Dataset
6
Semantic seg for 3D
6
Code Tools
3
Scene Understanding
2
TensorFlow
2
AutoDriving/Transport
2
Comprehensive Dataset
2
Keywords
deep-learning
32
machine-learning
26
pytorch
16
computer-vision
13
python
13
tensorflow
10
neural-network
7
nlp
6
book
6
natural-language-processing
6
neural-networks
5
deeplearning
5
awesome
4
jupyter-notebook
4
machinelearning
3
machine-learning-algorithms
3
object-detection
3
convolutional-neural-networks
3
slam
3
data-science
3
cv
3
semantic-segmentation
3
cnn
3
image-annotation
3
artificial-intelligence
3
bayesian-inference
2
linux
2
svm
2
gaussian-processes
2
robotics
2
label
2
image-segmentation
2
ml
2
tensorflow2
2
ai
2
coco
2
benchmark
2
hyperparameter-optimization
2
resnet
2
feature-engineering
2
automated-machine-learning
2
super-resolution
2
pretrained
2
automl
2
classification
2
instance-segmentation
2
onnx
2
chinese
2
awesome-list
2
opencv
2