Task | Tags | Link | Source |
---|---|---|---|
custom nn modules | numpy, scipy, back-prop | here | University assignment |
image classification | MLP, custom CNNs | here | — |
image segmentation | UNet, advanced logging | here | University assignment |
text classification & language modeling | LSTM, various dropout techniques | here | University assignment |
object detection | OpenCV, VGG | here | University assignment |
image self-supervision | BYOL | here | University assignment |
dialogue response selection | DGAC, text embedding, contrastive learning | here | — |
custom nn modules and optimizer | torch, back-prop, Adam | here | AIMasters DL course |
image classification | ResNet, EfficientNet | here | AIMasters DL course |
object detection | SSD, VGG, ResNet | here | AIMasters DL course |
optical character recognition | CNN, RNN, CTC loss | here | AIMasters DL course |
optical character recognition | CNN, seq2seq Transformer, greedy decoding | here | AIMasters DL course |
visual question answering | CLIP | here | Qualifying stage of competition |
text clustering | YouTube Data API, KMeans, MPNet | here | popular content maker |
-
Notifications
You must be signed in to change notification settings - Fork 0
voorhs/dl-practice
Folders and files
Name | Name | Last commit message | Last commit date | |
---|---|---|---|---|
Repository files navigation
About
Pen trial in various DL tasks