From 68993209278cb9ff5f3702127c2426fc218fabbb Mon Sep 17 00:00:00 2001 From: Michael Pilosov Date: Mon, 15 Jan 2024 21:05:31 +0000 Subject: [PATCH] fine tune image --- check.py | 12 +++++++++--- hsv.png | Bin 336517 -> 2863280 bytes hsv.py | 2 +- 3 files changed, 10 insertions(+), 4 deletions(-) diff --git a/check.py b/check.py index c3c452d..43145a4 100644 --- a/check.py +++ b/check.py @@ -2,6 +2,7 @@ import matplotlib.pyplot as plt import numpy as np import torch +import matplotlib.patches as patches from dataloader import extract_colors, preprocess_data from model import ColorTransformerModel @@ -49,7 +50,7 @@ def create_circle(ckpt: str, fname: str, dpi: int = 150): plot_preds(preds, fname=fname, dpi=dpi) -def plot_preds(preds, fname: str, roll: bool = False, dpi: int = 150): +def plot_preds(preds, fname: str, roll: bool = False, dpi: int = 150, figsize=(3, 3)): rgb_tensor, _ = extract_colors() rgb_values = rgb_tensor.detach().numpy() rgb_tensor = preprocess_data(rgb_tensor) @@ -67,7 +68,7 @@ def plot_preds(preds, fname: str, roll: bool = False, dpi: int = 150): N = len(colors) # Create a plot with these hues in a circle - fig, ax = plt.subplots(figsize=(3, 3), subplot_kw=dict(polar=True)) + fig, ax = plt.subplots(figsize=figsize, subplot_kw=dict(polar=True)) # Each wedge in the circle theta = np.linspace(0, 2 * np.pi, N + 1) + np.pi / 2 @@ -79,7 +80,12 @@ def plot_preds(preds, fname: str, roll: bool = False, dpi: int = 150): ax.set_xticks([]) ax.set_yticks([]) ax.axis("off") - fig.tight_layout() + # Overlay white circle + radius = 1 / 3 + circle = patches.Circle((0, 0), radius, transform=ax.transData._b, color="white", zorder=2) + ax.add_patch(circle) + + fig.tight_layout(pad=0) plt.savefig(f"{fname}.png", dpi=dpi) plt.close() diff --git a/hsv.png b/hsv.png index 839bcc1a0f8cafdfaccf72e2026e79476794edc0..18a5fe5845bc27408d849bc631ac9c57533f61e1 100644 GIT binary patch literal 2863280 zcmeFYg;!K<8#R9Dp=Us0=wWC@S|o-Zx&%={kxuE5E&*Za?owJsDe3NR6_9R_?uOqy 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