From f02c21f9e55936f22468c2c0865e1fed3e65c5f0 Mon Sep 17 00:00:00 2001 From: alexcbb <alexchapin@hotmail.fr> Date: Tue, 25 Jul 2023 15:04:35 +0200 Subject: [PATCH] Setup vis + eval --- osrt/model.py | 1 - osrt/utils/visualization_utils.py | 1 - outputs/visualisation_0.png | Bin 0 -> 84928 bytes outputs/visualisation_3000.png | Bin 0 -> 93226 bytes .../visualisation_6000.png | Bin visualize_sa.py | 5 ++++- 6 files changed, 4 insertions(+), 3 deletions(-) create mode 100644 outputs/visualisation_0.png create mode 100644 outputs/visualisation_3000.png rename .visualisation_1639.png => outputs/visualisation_6000.png (100%) diff --git a/osrt/model.py b/osrt/model.py index 4b04c5b..d176d9a 100644 --- a/osrt/model.py +++ b/osrt/model.py @@ -131,7 +131,6 @@ class LitSlotAttentionAutoEncoder(pl.LightningModule): return recon_combined, recons, masks, slots, attn_slotwise.unsqueeze(-2).unflatten(-1, x.shape[-2:]) def configure_optimizers(self) -> Any: - print(self.parameters()) optimizer = optim.Adam(self.parameters(), lr=1e-3, eps=1e-08) return optimizer diff --git a/osrt/utils/visualization_utils.py b/osrt/utils/visualization_utils.py index 93f8c4e..6e36faf 100644 --- a/osrt/utils/visualization_utils.py +++ b/osrt/utils/visualization_utils.py @@ -102,7 +102,6 @@ def visualize_slot_attention(num_slots, image, recon_combined, recons, masks, fo # Extract data and put it on a plot ax[0].imshow(image) ax[0].set_title('Image') - print(image) ax[1].imshow((recon_combined * 255).astype(np.uint8)) ax[1].set_title('Recon.') for i in range(6): diff --git a/outputs/visualisation_0.png b/outputs/visualisation_0.png new file mode 100644 index 0000000000000000000000000000000000000000..8eb5eed64e59cbda6ac42889cee7c9e41013c5bc GIT binary patch literal 84928 zcmce7WmHsg_b!b}DcztnNQ*QmjR=U8<Ny*P-CZIrB`q<ObST~3F?4r#*9;89J>$CT zzt+9)`{{nT9~fA3&hK~5+56egexA)bVINfF@t#mVK|w*mQ&f=oh=PKV0sNi!2n+a3 zb&(YYehE9vesWf~Gk10~b~Hm#Hg>kRwsW?&G@*Ajb9Az_v*qU!<l=ov|Hawa-bsX; 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Biases.') parser.add_argument('--seed', type=int, default=0, help='Random seed.') parser.add_argument('--ckpt', type=str, default=".", help='Model checkpoint path') + parser.add_argument('--output', type=str, default=".", help='Folder in which to save images') + parser.add_argument('--step', type=int, default=".", help='Step of the model') args = parser.parse_args() with open(args.config, 'r') as f: @@ -63,7 +65,8 @@ def main(): loss = nn.MSELoss() loss_value = loss(recon_combined, image) psnr = mse2psnr(loss_value) - visualize_slot_attention(num_slots, image, recon_combined, recons, masks, folder_save=args.ckpt, step=0, save_file=True) + print(f"MSE {loss_value} and PSNR {psnr}") + visualize_slot_attention(num_slots, image, recon_combined, recons, masks, folder_save=args.output, step=args.step, save_file=True) if __name__ == "__main__": main() \ No newline at end of file -- GitLab