Update README.md
Browse files
README.md
CHANGED
|
@@ -27,4 +27,17 @@ This repository contains the **ImageNet-1K SimCLR ResNet-18 checkpoint** trained
|
|
| 27 |
|
| 28 |
The model was pretrained using **SimCLR with a ResNet-18 backbone** and served as one of the non-egocentric reference models in the associated study. It was used alongside models pretrained on ImageNet-100 and STL-10 to provide comparison points for evaluating representations learned from naturalistic egocentric visual experience.
|
| 29 |
|
| 30 |
-
Training was implemented using the [**Lightly** self-supervised learning framework](https://docs.lightly.ai/self-supervised-learning/index.html). The training images were obtained from the [`evanarlian/imagenet_1k_resized_256`](https://huggingface.co/datasets/evanarlian/imagenet_1k_resized_256) dataset on Hugging Face.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 27 |
|
| 28 |
The model was pretrained using **SimCLR with a ResNet-18 backbone** and served as one of the non-egocentric reference models in the associated study. It was used alongside models pretrained on ImageNet-100 and STL-10 to provide comparison points for evaluating representations learned from naturalistic egocentric visual experience.
|
| 29 |
|
| 30 |
+
Training was implemented using the [**Lightly** self-supervised learning framework](https://docs.lightly.ai/self-supervised-learning/index.html). The training images were obtained from the [`evanarlian/imagenet_1k_resized_256`](https://huggingface.co/datasets/evanarlian/imagenet_1k_resized_256) dataset on Hugging Face.
|
| 31 |
+
|
| 32 |
+
## Related Models
|
| 33 |
+
|
| 34 |
+
This repository is associated with the **[Eccentricity-Constrained SimCLR Models (VEDB)](https://hf.co/collections/DM-Diaz/eccentricity-constrained-simclr-models-vedb)** collection.
|
| 35 |
+
|
| 36 |
+
- [VEDB SimCLR ResNet-18 — Baseline](https://huggingface.co/DM-Diaz/VEDB-SimCLR-ResNet18-Baseline)
|
| 37 |
+
- [VEDB SimCLR ResNet-18 — Fovea-Gaze](https://huggingface.co/DM-Diaz/VEDB-SimCLR-ResNet18-Fovea-Gaze)
|
| 38 |
+
- [VEDB SimCLR ResNet-18 — Periph](https://huggingface.co/DM-Diaz/VEDB-SimCLR-ResNet18-Periph)
|
| 39 |
+
- [VEDB SimCLR ResNet-18 — Periph-NF](https://huggingface.co/DM-Diaz/VEDB-SimCLR-ResNet18-Periph-NF)
|
| 40 |
+
- [VEDB NSD ResNet-18 — Encoding Models](https://huggingface.co/DM-Diaz/VEDB-NSD-ResNet18-Encoding-Models)
|
| 41 |
+
- [SimCLR ResNet-18 — ImageNet-1K](https://huggingface.co/DM-Diaz/SimCLR-ResNet18-ImageNet1K)
|
| 42 |
+
- [SimCLR ResNet-18 — ImageNet-100](https://huggingface.co/DM-Diaz/SimCLR-ResNet18-ImageNet100)
|
| 43 |
+
- [SimCLR ResNet-18 — STL-10](https://github.com/Spijkervet/SimCLR) *(external pretrained reference model; checkpoint provided by Spijkervet/SimCLR and not redistributed by this project)*
|