AliceWen820's repositories
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
Single-Image-De-Raining-Keras
Implemented Image De-raining Using a Conditional Generative Adversarial Network using Keras
aster.pytorch
ASTER in Pytorch
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
Diffusion-models-for-image-deraining
We aim to provide a summary of diffusion model-based image deraining. More papers will be summarized.
Hand-Gesture-Recognition
Digital image processing helps replace several mundane activities. My project in final year was ‘Application Control using Hand Gesture Recognition From 3-Dimensional Images’. We worked extensively on processing a 3-D image to recognize the encrypted gesture, with the added 3rd dimension for more number of gestures. We started with extensive image segmentation to suppress background, handle dynamic lighting conditions and extract only portion of hand from the 3-D image. A tedious task, we researched many papers on IEEE and books on Image processing, to come-up with a complex code logic involving a combination of three different segmentation techniques involving RGB, YCbCr and HSV models. Further, with mathematical calculations involving use of Eigen values and Eigen vectors were derived based on the co-variance matrix, generated as per captured image, we managed to extract maximum information. A Euclidean distance was calculated to denote the deviation of captured image from each set of pre-captured images for all defined gestures. Hectic code optimization helped save precious execution time. The gesture corresponding to minimal Euclidean distance was the identified gesture. This project acquainted me with MATLAB and I learnt about various image enhancement and image segmentation techniques. I presented a paper at IEEE’s International Conference on Convergence of Technology (I2CT), Pune, published in the journal with ISBN “978-1-4799-3759-2”.
Hand-Gesture-Recognition-1
prototype system that helps to recognize hand gesture to normal people in order to communicate more effectively with the specially disabled people.
hello-world
the first repository
ilvr_adm
ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models (ICCV 2021 Oral)
namecards
just for learning python
PaddleGAN
PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
PaddleOCR
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
RESCAN
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining
Sign-Language
A very simple CNN project.