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This repository contains the programs of Computer Vision subject of PG Diploma in Artificial Intelligence as CDAC.

mitu.co.in/pgdai-computer-vision/
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images
images
 
 
01 Image Read and Properties.ipynb
01 Image Read and Properties.ipynb
 
 
02 Image Cropping.ipynb
02 Image Cropping.ipynb
 
 
03 Image Rotation.ipynb
03 Image Rotation.ipynb
 
 
04 Image Resizing.ipynb
04 Image Resizing.ipynb
 
 
06 Image Blurring.ipynb
06 Image Blurring.ipynb
 
 
07 Edge Detection.ipynb
07 Edge Detection.ipynb
 
 
09 Corner Detection.ipynb
09 Corner Detection.ipynb
 
 
10 Machine Learning - Image Classification Binary.ipynb
10 Machine Learning - Image Classification Binary.ipynb
 
 
11 Machine Learning - Image Classification Multiclass.ipynb
11 Machine Learning - Image Classification Multiclass.ipynb
 
 
12 DNN Image Classification.ipynb
12 DNN Image Classification.ipynb
 
 
13 CNN Image Classification.ipynb
13 CNN Image Classification.ipynb
 
 
14 Image Augmentation.ipynb
14 Image Augmentation.ipynb
 
 
15 Image Classification on User Data.ipynb
15 Image Classification on User Data.ipynb
 
 
16 ImageNet Application.ipynb
16 ImageNet Application.ipynb
 
 
18 VGG_Model.ipynb
18 VGG_Model.ipynb
 
 
19 Resnet_Implementation.ipynb
19 Resnet_Implementation.ipynb
 
 
20 ResNet50_Pretrained.ipynb
20 ResNet50_Pretrained.ipynb
 
 
21 Transfer_Learning.ipynb
21 Transfer_Learning.ipynb
 
 
22 MaskRCNN.ipynb
22 MaskRCNN.ipynb
 
 
23 YOLO.ipynb
23 YOLO.ipynb
 
 
24 Gender_Prediction.ipynb
24 Gender_Prediction.ipynb
 
 
25 Image_Reconstruction.ipynb
25 Image_Reconstruction.ipynb
 
 
26 Image_captioning.ipynb
26 Image_captioning.ipynb
 
 
27 Image_matching.ipynb
27 Image_matching.ipynb
 
 
Deep Learning fo Computer Vision - Jason Brownlee.pdf
Deep Learning fo Computer Vision - Jason Brownlee.pdf
 
 
README.md
README.md
 
 

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pgdai-cdac-cv-jul23

This repository contains the programs of Computer Vision subject of PG Diploma in Artificial Intelligence as CDAC.

Programs created by Tushar B. Kute, https://tusharkute.com

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This repository contains the programs of Computer Vision subject of PG Diploma in Artificial Intelligence as CDAC.

mitu.co.in/pgdai-computer-vision/

Topics

python computer-vision deep-learning keras image-processing image-classification image-recognition alexnet object-detection transfer-learning vgg16 resnet-50 yolov3 cdac pgdai

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