Posts

Fine-tune a TorchVision Model with Keras and WandB

computervision
deeplearning
keras
python
tensorflow
pytorch
Using Keras to fine-tune a pre-trained model from Torchvision.
April 9, 2023
GeekyRakshit

Efficient Graph-Based Image Segmentation

computervision
algebra
python
Implementation of “Efficient Graph-Based Image Segmentation” paper written by P. Felzenszwalb and D. Huttenlocher.
September 17, 2020
GeekyRakshit

Enet-Camvid

computervision
deeplearning
keras
python
tensorflow
Pytorch Implementation of ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation trained on the CamVid Dataset
May 5, 2020
GeekyRakshit

Hand Detection using Faster RCNN

computervision
deeplearning
keras
python
tensorflow
Hand Detection with Faster RCNN written in Detectron2 and Pytorch
April 13, 2020
GeekyRakshit

Automatic Number Plate Recognition

computervision
deeplearning
keras
python
tensorflow
Automatic Number Plate Recognition in Hangul using Convolutional Recurrent Neural Network
April 13, 2020
GeekyRakshit

YOLOv3 using Tensorflow 2.0

computervision
deeplearning
keras
python
tensorflow
Implementation of YOLOv3 using Tensorflow 2.0
April 13, 2020
GeekyRakshit

Balloon Detection using Mask RCNN

computervision
deeplearning
keras
python
tensorflow
Instance Segmentation with Mask RCNN using Detectron2 and Pytorch
April 13, 2020
GeekyRakshit

Depthwise Separable Convolutions in Deep Learning

computervision
deeplearning
keras
Many modern CNN architectures such as Xception and Mobilenet make use of Depthwise Seperable Convolution to make them fast enough to run on mobile devices
October 19, 2019
GeekyRakshit

Nearest Celebrity Face using Deep Learning

computervision
deeplearning
keras
Deep Learning Techniques used to verify and recognize faces can also be extended to replicate Facebook apps saying which celebrity do you look like
August 7, 2019
GeekyRakshit

Relativistic AnimeGAN

computervision
deeplearning
keras
python
tensorflow
Generating Anime Faces using Relativistic GAN
July 22, 2019
GeekyRakshit

Conditional DCGAN

computervision
deeplearning
keras
python
tensorflow
Implementation of Conditional DCGAN using Keras and Tensorflow
July 21, 2019
GeekyRakshit

Deep Convolutional AnimeGAN

computervision
deeplearning
keras
python
tensorflow
Generating Anime Faces using Deep Convolutional GAN
July 21, 2019
GeekyRakshit

DCGAN

computervision
deeplearning
keras
python
tensorflow
Implementation of Deep Convolutional GAN using Keras and Tensorflow
July 20, 2019
GeekyRakshit

MLP-GAN

computervision
deeplearning
keras
python
tensorflow
Implementation of Vanilla GAN with Multilayered Perceptron using Keras and Tensorflow
July 19, 2019
GeekyRakshit
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